# Product Home – DigitalOcean Documentation > Information on DigitalOcean product features, pricing, availability, and limits; how to use products from the control panel; how to manage your account, teams, and billing; and platform details, release notes, and product policies. - [DigitalOcean Gradient™ AI GPU Droplets](https://docs.digitalocean.com/products/gpu-droplets/index.html.md): GPU Droplets are VMs with GPUs in a single or 8 GPU configuration. We provide an AI/ML-ready image and 1-Click Models so you can get started without manual setup. - [DigitalOcean Gradient™ AI Agentic Cloud](https://docs.digitalocean.com/products/gradient-ai-agentic-cloud/index.html.md): Build, train, and deploy AI agents with the DigitalOcean Gradient™ AI Agentic Cloud. - [Cloudways](https://docs.digitalocean.com/products/cloudways/index.html.md): Cloudways is a managed cloud hosting platform where teams can build, deploy, and scale web applications. - [Compute](https://docs.digitalocean.com/products/compute/index.html.md): Build your application the way you want with our suite of compute products including VMs, managed containers, PaaS, and serverless functions. Droplets DigitalOcean Droplets are Linux-based virtual machines (VMs). Each Droplet you create is a new server you … - [Management](https://docs.digitalocean.com/products/management/index.html.md): Track the health of your infrastructure, URLs, and more, set alerts to stay informed, and organize your resources with projects. - [Storage](https://docs.digitalocean.com/products/storage/index.html.md): Store and access any amount of data reliably in the cloud, with S3-compatible Spaces Object Storage, network-based Volumes block storage, or NFS-based Network File Storage. Volumes Block Storage Volumes are network-based block devices that provide … - [Containers and Images](https://docs.digitalocean.com/products/images/index.html.md): Create backups, upload custom images, use preconfigured images to create resources, and store Docker images in a private registry. - [Search Results](https://docs.digitalocean.com/products/search/index.html.md): ## DigitalOcean Gradient™ AI Bare Metal GPUs DigitalOcean Gradient™ AI Bare Metal GPUs are dedicated, single-tenant servers with eight GPUs per machine. They can run as standalone servers or as part of multi-node clusters. - [DigitalOcean Gradient™ AI Bare Metal GPUs vs DigitalOcean Gradient™ AI GPU Droplets](https://docs.digitalocean.com/products/bare-metal-gpus/concepts/gpu-product-comparison/index.html.md): Learn the difference between bare metal GPUs and GPU Droplets to choose the product that suits your use case. - [How to Create DigitalOcean Gradient™ AI Bare Metal GPUs](https://docs.digitalocean.com/products/bare-metal-gpus/how-to/create/index.html.md): Contact us to provision a bare metal GPU, set up billing, and get server information. - [DigitalOcean Gradient™ AI Bare Metal GPU Features](https://docs.digitalocean.com/products/bare-metal-gpus/details/features/index.html.md): Learn more about bare metal GPU features and view comparisons to related products to help you choose the right product for your needs. - [DigitalOcean Gradient™ AI Bare Metal GPUs Pricing](https://docs.digitalocean.com/products/bare-metal-gpus/details/pricing/index.html.md): Contact our sales team to purchase bare metal GPUs. - [DigitalOcean Gradient™ AI Bare Metal GPUs Availability](https://docs.digitalocean.com/products/bare-metal-gpus/details/availability/index.html.md): Regional datacenter availability for bare metal GPUs. - [DigitalOcean Gradient™ AI Bare Metal GPUs Limits](https://docs.digitalocean.com/products/bare-metal-gpus/details/limits/index.html.md): Limits and known issues for bare metal GPUs. - [How to Mount NFS File Shares on Bare Metal GPUs](https://docs.digitalocean.com/products/bare-metal-gpus/how-to/mount-nfs-file-shares/index.html.md): Mount an NFS file share on a bare metal GPU using stunnel for TLS support. ## Network File Storage Network File Storage is a fully managed, POSIX-compliant file storage solution built for demanding workloads. - [Network File Storage Features](https://docs.digitalocean.com/products/nfs/details/features/index.html.md): Network File Storage is a fully managed solution for creating and managing scalable, high-performance shared file storage. It is optimized for AI/ML training and inference, high performance computing (HPC) simulations, and general-purpose file sharing for … - [Network File Storage Pricing](https://docs.digitalocean.com/products/nfs/details/pricing/index.html.md): Pricing information for Network File Storage. - [Network File Storage Availability](https://docs.digitalocean.com/products/nfs/details/availability/index.html.md): Regional datacenter availability for Network File Storage. - [Network File Storage Limits](https://docs.digitalocean.com/products/nfs/details/limits/index.html.md): Limits and known issues for Network File Storage. - [How to Create a Network File Storage Share](https://docs.digitalocean.com/products/nfs/how-to/create/index.html.md): Create a share using the control panel or API. - [Network File Storage Quickstart](https://docs.digitalocean.com/products/nfs/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [How to Delete a Network File Storage Share](https://docs.digitalocean.com/products/nfs/how-to/delete/index.html.md): Delete a share to permanently and irreversibly destroy the share and its contents. - [How to Mount a Network File Storage Share](https://docs.digitalocean.com/products/nfs/how-to/mount/index.html.md): Mount a share to a Droplet using the mount command or fstab. - [How to Resize a Network File Storage Share](https://docs.digitalocean.com/products/nfs/how-to/resize/index.html.md): Resize your NFS share to seamlessly increase storage capacity. - [How to Snapshot a Network File Storage Share](https://docs.digitalocean.com/products/nfs/how-to/create-snapshot/index.html.md): Create snapshots of a share using the API. - [How to Move a Network File Storage Share Between VPC Networks](https://docs.digitalocean.com/products/nfs/how-to/change-vpc/index.html.md): Move a share from one VPC network to another. ## AMD Developer Cloud AMD Developer Cloud gives developers direct access to AMD GPU acceleration built on DigitalOcean infrastructure. Its preconfigured environments and transparent credit system are designed for students, researchers, and AI startups. - [Recommended Drivers and Software for AMD Developer GPU Droplets](https://docs.digitalocean.com/products/amd/getting-started/recommended-amd-droplet-setup/index.html.md): Create AMD GPU Droplets with the recommended AI/ML-ready image. - [AMD Developer Cloud GPU Features](https://docs.digitalocean.com/products/amd/details/features/index.html.md): We offer AMD GPU Droplets in two different hardware configurations. AMD GPU Droplets integrate with other AMD Developer Cloud offerings, like autoscale pools, tags, reserved IPs, volumes, cloud firewalls, and load balancers, and more. - [AMD Developer Cloud GPU Pricing](https://docs.digitalocean.com/products/amd/details/pricing/index.html.md): Billing and pricing information for AMD GPU Droplets, including bandwidth charges. - [AMD Developer Cloud GPU Availability](https://docs.digitalocean.com/products/amd/details/availability/index.html.md): Regional datacenter availability for AMD GPU Droplets. - [AMD Developer Cloud Limits](https://docs.digitalocean.com/products/amd/details/limits/index.html.md): Limits and known issues for AMD Developer Cloud. - [How to Create AMD GPU Droplets](https://docs.digitalocean.com/products/amd/how-to/create/index.html.md): Create GPU Droplets and choose the image, plan, datacenter, authentication method, and additional options. - [How to Use the Scratch Disk on AMD Developer Cloud GPU Droplets](https://docs.digitalocean.com/products/amd/how-to/use-scratch-disk/index.html.md): Set up automatic mounting for the scratch disk on GPU Droplets. - [How to Enable Jumbo Frames on AMD Developer Cloud GPU Droplets](https://docs.digitalocean.com/products/amd/how-to/enable-jumbo-frames/index.html.md): Enable jumbo frames, which are data packets with larger payloads than standard, on GPU Droplets. - [AMD Developer Cloud Credits](https://docs.digitalocean.com/products/amd/details/credits/index.html.md): Spend AMD Developer Cloud credits on AMD-powered Droplets. ## DigitalOcean Gradient™ AI Platform Build AI agents on GPU-powered infrastructure using foundation models and resources such as knowledge bases and agent routes. - [DigitalOcean Gradient™ AI Platform Features](https://docs.digitalocean.com/products/gradient-ai-platform/details/features/index.html.md): We offer a variety of features and components within Gradient AI Platform to enhance your experience when creating an agent, like agent routing, models, the model and agent playground, and more. - [DigitalOcean Gradient™ AI Platform Pricing](https://docs.digitalocean.com/products/gradient-ai-platform/details/pricing/index.html.md): Gradient AI Platform charges based on the models you use, their usage, and additional features such as knowledge bases, guardrails, and evaluations. - [DigitalOcean Gradient™ AI Platform Availability](https://docs.digitalocean.com/products/gradient-ai-platform/details/availability/index.html.md): Regional datacenter availability for Gradient AI Platform. - [DigitalOcean Gradient™ AI Platform Limits](https://docs.digitalocean.com/products/gradient-ai-platform/details/limits/index.html.md): Limits and known issues for Gradient AI Platform. - [Available Foundation and Embedding Models for DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/details/models/index.html.md): A list of the foundation and embedding models available for Gradient AI Platform. - [DigitalOcean Gradient™ AI Data Privacy](https://docs.digitalocean.com/products/gradient-ai-platform/details/data-privacy/index.html.md): Information about the data we collect when using Gradient™ AI Platform. - [DigitalOcean Gradient™ AI Platform Quickstart](https://docs.digitalocean.com/products/gradient-ai-platform/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [DigitalOcean Gradient™ AI Website Crawler](https://docs.digitalocean.com/products/gradient-ai-platform/details/website-crawler/index.html.md): Information about the web crawler DigitalOcean provides to crawl websites as data sources for knowledge bases. - [Best Practices for Context Management when Generating Code with AI Agents](https://docs.digitalocean.com/products/gradient-ai-platform/concepts/context-management/index.html.md): Improve AI output quality by carefully managing LLM context. - [DigitalOcean Gradient™ AI Platform Support](https://docs.digitalocean.com/products/gradient-ai-platform/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [Agent Instructions Best Practices for DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/concepts/agent-instructions/index.html.md): Write effective agent instructions to align responses with your goals, minimize hallucinations, and enhance performance. - [How to Use Serverless Inference on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/use-serverless-inference/index.html.md): Create model access keys that allow you to send requests to foundation models without creating an agent. - [How to Build, Test, and Deploy Agents on DigitalOcean Gradient™ AI Platform Using Agent Development Kit](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/build-agents-using-adk/index.html.md): Use Agent Development Kit to create and manage agents on Gradient™ AI Platform. - [How to Create Agents on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/create-agents/index.html.md): Create an agent with domain-specific knowledge to provide information or take action. - [How to Add, Edit, or Delete Partner Provider Keys on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/manage-model-provider-keys/index.html.md): Add, edit, or delete API keys to use their models with your agents. - [How to Create and Manage Workspaces on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/manage-workspaces/index.html.md): Create workspaces to group agents together and move agents between workspaces as needed. - [How to Configure Model Settings Using the Model Playground on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/configure-models/index.html.md): Evaluate, compare, and configure model settings in Model Playground. - [How to Use Agents in Your Applications on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/use-agents/index.html.md): Use your agent in an application or through a chat bot interface. - [How to Test Agents Using the Agent Playground on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/test-agents/index.html.md): Test the full agent experience with the directions and features you've configured using the Agent Playground. - [How to Evaluate Agent Performance on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/evaluate-agents/index.html.md): Create test cases and measure how well your agents perform against for things like tone, factual accuracy, and context relevance. - [How to Create an Evaluation Dataset on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/create-evaluation-datasets/index.html.md): Create effective evaluation datasets in CSV format to test your agent's performance, improve accuracy, and measure qualities like factual correctness, safety, and instruction following. - [How to View Agent Insights and Logs on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/view-agent-observability/index.html.md): View insights and runtime logs for your agents to troubleshoot issues. - [Function Instructions Best Practices for DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/concepts/function-instructions/index.html.md): Write concise and actionable function instructions by defining purpose, specifying outputs, ensuring concise descriptions, and addressing constraints with structured examples. - [How to Trace Agent Responses on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/trace-agents/index.html.md): Trace how your agent processes prompts to troubleshoot issues, improve performance, and control costs. - [How to Route to Multiple Agents on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/route-agents/index.html.md): Integrate multiple generative AI agents. - [How to Route Functions in Agents on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/route-agent-functions/index.html.md): Enable the foundation model in your agent to access the external data sources using functions. - [How to Rollback to a Previous Version of Agents on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/manage-agent-versions/index.html.md): Rollback to a previous version of an agent to undo changes made to it. - [How to Create, Edit, and Destroy Knowledge Bases on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/create-manage-agent-knowledge-bases/index.html.md): Create, edit, manage data sources, verify, and permanently destroy knowledge bases. - [How to Attach and Detach Agent Knowledge Bases on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/attach-agent-knowledge-bases/index.html.md): Attach or detach a knowledge base from your agents. - [How to Attach, Edit, Duplicate, and Destroy Agent Guardrails on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/manage-agent-guardrails/index.html.md): Create, manage, edit, duplicate, or delete guardrails to control how your agents respond to sensitive or inappropriate content. - [How to Destroy Agents Using the Control Panel on DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/how-to/destroy-agents/index.html.md): Destroy an agent to permanently and irreversibly destroy the agent and removes all endpoints for the agent. - [Prompt Writing Best Practices for DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/concepts/prompts/index.html.md): Write effective prompts to maintain a neutral tone, ask focused questions, simplify complexity, and enhance clarity with examples or screenshots. - [Effectively Group Agents in Workspaces for DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/concepts/workspaces/index.html.md): Learn to how you can effectively group agents in workspaces for various purposes. - [Agent Evaluation Metrics](https://docs.digitalocean.com/products/gradient-ai-platform/reference/agent-evaluation-metrics/index.html.md): A list of available agent evaluation metrics and their definitions. - [Chunking Best Practices for Knowledge Base Indexing in DigitalOcean Gradient™ AI Platform](https://docs.digitalocean.com/products/gradient-ai-platform/concepts/chunking-strategies/index.html.md): Choose and configure chunking strategies to improve retrieval accuracy, reduce hallucinations, and optimize token usage when indexing knowledge bases. - [Chunking Parameters](https://docs.digitalocean.com/products/gradient-ai-platform/reference/chunking-strategies/index.html.md): Reference for chunking parameters, their recommendations, and their constraints across supported embedding models. - [Agent Tracing Data](https://docs.digitalocean.com/products/gradient-ai-platform/reference/agent-tracing-metrics/index.html.md): Understand the information agent tracing captures and how it helps you debug and optimize your agents. - [Test and Compare Models Using the Model Playground](https://docs.digitalocean.com/products/gradient-ai-platform/getting-started/use-model-playground/index.html.md): Test and compare foundation models in the Model Playground. - [Use Agent Development Kit to Build, Test, and Deploy Agents](https://docs.digitalocean.com/products/gradient-ai-platform/getting-started/use-adk/index.html.md): Build, test, and deploy agents using Agent Development Kit. ## Paperspace - [Deployments Features](https://docs.digitalocean.com/products/paperspace/deployments/details/features/index.html.md): Gradient Deployments are containers-as-a-service which let you deploy your machine learning model as an API endpoint. With Deployments, you can: Train a model using pre-configured templates and sample projects. Schedule jobs, provision resources, and … - [Notebooks Features](https://docs.digitalocean.com/products/paperspace/notebooks/details/features/index.html.md): Notebooks provide a fully-managed IDE for exploring data and building machine learning models - [Workflows Features](https://docs.digitalocean.com/products/paperspace/workflows/details/features/index.html.md): Gradient Workflows automate machine learning tasks, bringing together Gradient GPU instances with an expressive syntax to generate production-ready machine learning pipelines with a few lines of code. - [Paperspace Pricing](https://docs.digitalocean.com/products/paperspace/deployments/details/pricing/index.html.md): Pricing for Paperspace products and Gradient subscriptions. - [Paperspace Pricing](https://docs.digitalocean.com/products/paperspace/notebooks/details/pricing/index.html.md): Pricing for Paperspace products and Gradient subscriptions. - [Paperspace Pricing](https://docs.digitalocean.com/products/paperspace/workflows/details/pricing/index.html.md): Pricing for Paperspace products and Gradient subscriptions. - [Deployments Availability](https://docs.digitalocean.com/products/paperspace/deployments/details/availability/index.html.md): Regional datacenter availability for deployments. - [Notebooks Availability](https://docs.digitalocean.com/products/paperspace/notebooks/details/availability/index.html.md): Regional datacenter availability for notebooks. - [Workflows Availability](https://docs.digitalocean.com/products/paperspace/workflows/details/availability/index.html.md): Regional datacenter availability for workflows. - [Deployments Limits](https://docs.digitalocean.com/products/paperspace/deployments/details/limits/index.html.md): Limits and known issues for Deployments. - [Notebooks Limits](https://docs.digitalocean.com/products/paperspace/notebooks/details/limits/index.html.md): Limits and known issues for Notebooks. - [Workflows Limits](https://docs.digitalocean.com/products/paperspace/workflows/details/limits/index.html.md): Limits and known issues for Workflows. - [How to Manage Paperspace Personal Accounts](https://docs.digitalocean.com/products/paperspace/accounts-and-teams/manage-accounts/index.html.md): The Accounts Settings section lets you view and edit your account information, like changing your name, enabling 2FA, changing your email address, and deactivating your account. - [How to Upload SSH Keys to Paperspace Personal Accounts](https://docs.digitalocean.com/products/paperspace/accounts-and-teams/add-ssh-keys/index.html.md): SSH keys provide a secure way to remotely access your Linux-based machines. When a machine is created, the paperspace user is provisioned. You can manage your machines using password-based logins, but we strongly recommend using SSH key pairs instead. SSH … - [Public Datasets](https://docs.digitalocean.com/products/paperspace/notebooks/details/public-datasets/index.html.md): Public datasets available for use in Notebooks and Workflows. - [Deployments Quickstart](https://docs.digitalocean.com/products/paperspace/deployments/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Notebooks Quickstart](https://docs.digitalocean.com/products/paperspace/notebooks/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Storage Architecture](https://docs.digitalocean.com/products/paperspace/notebooks/details/storage-architecture/index.html.md): Interact with data through intuitive storage primitives. - [How to Use and Manage Paperspace Secrets](https://docs.digitalocean.com/products/paperspace/accounts-and-teams/use-secrets/index.html.md): Use secrets to keep private keys secure while using Gradient. - [Create a Jupyter Notebook with Templates or Custom Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/getting-started/create-jupyter-notebook/index.html.md): Create a Jupyter Notebook by using an existing template or creating a custom notebook. - [How to Manage Paperspace Teams](https://docs.digitalocean.com/products/paperspace/accounts-and-teams/manage-teams/index.html.md): Create a team and manage team membership and roles. - [Storage Types](https://docs.digitalocean.com/products/paperspace/notebooks/details/storage-types/index.html.md): Types of storage in Notebooks such as persistent storage and versioned data. - [How to Enable Single Sign-On (SSO) for Paperspace Teams](https://docs.digitalocean.com/products/paperspace/accounts-and-teams/enable-sso/index.html.md): SAML support can be enabled for Paperspace Teams to allow users to use the same credentials across many websites including Paperspace. Team Admin can set up SAML for their team using the majority of identity providers (IdPs) as long as they are compatible … - [Create and Run Example Gradient Notebooks with Fast.ia and CLIP-PixelDraw](https://docs.digitalocean.com/products/paperspace/notebooks/getting-started/run-example-notebooks/index.html.md): Create and run two example Gradient Notebooks, one using Fast.ai to get started and another using CLIP-PixelDraw to generate a clip art from a string of text. - [Deployments Support](https://docs.digitalocean.com/products/paperspace/deployments/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [Machines Support](https://docs.digitalocean.com/products/paperspace/machines/support/index.html.md): Learn about different support levels and get in touch with Paperspace support. - [Notebooks Support](https://docs.digitalocean.com/products/paperspace/notebooks/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [Workflows Support](https://docs.digitalocean.com/products/paperspace/workflows/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [Machines Best Practices](https://docs.digitalocean.com/products/paperspace/machines/concepts/best-practices/index.html.md): Best practices for using your Paperspace machines. - [How to Create Deployments Using the Paperspace CLI](https://docs.digitalocean.com/products/paperspace/deployments/how-to/create-deployments/index.html.md): Create Gradient Deployments, get started, and use advanced features. - [How to Create a Machine](https://docs.digitalocean.com/products/paperspace/machines/how-to/create/index.html.md): Create a Linux machine to run workloads or applications. You can configure the machine to suit your needs, whether for development, testing, or production. - [How to Create Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/create-notebooks/index.html.md): Create a notebook using Paperspace's CPU- and GPU-backed machines. - [Deployment Spec Reference](https://docs.digitalocean.com/products/paperspace/deployments/reference/deployment-spec/index.html.md): Paperspace allows you to tailor your deployment via configuration or spec definitions. - [Environment Variables](https://docs.digitalocean.com/products/paperspace/workflows/concepts/environment-variables/index.html.md): Environment variables are one way to pass information to and from Workflows, and between the jobs within them. - [Machines Features](https://docs.digitalocean.com/products/paperspace/machines/details/features/index.html.md): We offer a variety of Linux machines that are optimized for high-performance computing workloads, such as artificial intelligence and machine learning applications. - [How to Manage Workflows with the Paperspace GUI and CLI](https://docs.digitalocean.com/products/paperspace/workflows/how-to/manage-workflows/index.html.md): Use the Paperspace GUI and CLI to create new Workflows, import existing ones, and run them. - [Machines Quickstart](https://docs.digitalocean.com/products/paperspace/machines/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Workflow Spec Reference](https://docs.digitalocean.com/products/paperspace/workflows/reference/workflow-spec/index.html.md): Block definitions and examples for Workflow specs. - [How to Connect to a Machine](https://docs.digitalocean.com/products/paperspace/machines/how-to/connect/index.html.md): Connect to your Linux machine securely via SSH using the Paperspace console or desktop app. - [How to Create Datasets for Gradient Workflows](https://docs.digitalocean.com/products/paperspace/workflows/how-to/create-datasets/index.html.md): Create a new dataset for Workflows in the command line or UI. - [Gradient Actions](https://docs.digitalocean.com/products/paperspace/workflows/reference/gradient-actions/index.html.md): Gradient Actions are composable building blocks for creating reproducible machine learning Workflows. Actions use the uses and with syntax to specify how a job step executes. container uses: container@v1 with: image: bash:5 args: ["echo", "hello", "world"] … - [Understanding Inputs & Outputs](https://docs.digitalocean.com/products/paperspace/workflows/concepts/understanding-io/index.html.md): The steps in a Gradient Workflow can communicate with other steps using inputs and outputs, which can be datasets, volumes, or strings. - [Paperspace Pricing](https://docs.digitalocean.com/products/paperspace/machines/details/pricing/index.html.md): Pricing for Paperspace products and Gradient subscription plans. - [Machine States and Error Codes](https://docs.digitalocean.com/products/paperspace/machines/reference/states-and-error-codes/index.html.md): Definitions of Paperspace machine states and errors. - [How to Swap Machines Attached to Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/swap-machines/index.html.md): Swap and see the kernel state for machines attached to notebooks. - [Use the ML-in-a-Box Template For Machine Learning Applications](https://docs.digitalocean.com/products/paperspace/machines/getting-started/run-ml-in-a-box/index.html.md): Use the ML-in-a-Box template, a generic data science stack for machine learning that includes stable and up-to-date installations of widely used machine learning and mathematics software, on your machines. - [How to View Logs for Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/how-to/view-deployment-logs/index.html.md): Access real time and post-workload system logs for Gradient Deployments. - [Machines Availability](https://docs.digitalocean.com/products/paperspace/machines/details/availability/index.html.md): Regional datacenter availability for machines. - [How to Deactivate a Machine](https://docs.digitalocean.com/products/paperspace/machines/how-to/deactivate/index.html.md): Deactivate a Paperspace machine to permanently delete the machine, its files, and its snapshots from your Paperspace account. - [NVIDIA H100 Reference](https://docs.digitalocean.com/products/paperspace/machines/details/h100/index.html.md): NVIDIA H100 is a GPU built on NVIDIA’s Hopper GPU Architecture. It’s designed for large-scale artificial intelligence and high-performance computing workloads. H100 machines feature 4x100 GigE connections for private traffic. For more information about the … - [How to View Metrics for Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/how-to/view-deployment-metrics/index.html.md): Access CPU usage, RAM usage, and requests issued metrics for Gradient Deployments. - [Autoscaling Configuration for Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/reference/autoscaling/index.html.md): Configure autoscaling to handle scale up and down events for your deployment. - [How to Delete Paperspace Deployments](https://docs.digitalocean.com/products/paperspace/deployments/how-to/delete-deployments/index.html.md): Delete a deployment to save on storage. - [Machines Limits](https://docs.digitalocean.com/products/paperspace/machines/details/limits/index.html.md): Limits and known issues for machines. - [Machine Types](https://docs.digitalocean.com/products/paperspace/machines/details/machine-types/index.html.md): Learn more about the hardware specifications, performance details, operating systems, and architectures of the various Paperspace machine types. - [How to Manage User Access](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-users/index.html.md): Manage user access to your Paperspace machine, allowing team members to collaborate and share resources. Add or remove users to control who can access and administer your machine. - [How to Use Custom Containers in Gradient Workflows](https://docs.digitalocean.com/products/paperspace/workflows/how-to/manage-containers/index.html.md): Use and manage custom containers in Gradient Workflows to define reproducible environments for each Workflow step. - [Using YAML for Data Science](https://docs.digitalocean.com/products/paperspace/workflows/concepts/use-yaml-for-data-science/index.html.md): Examples of YAML syntax used in Gradient Workflows. - [Public and Protected Endpoints in Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/reference/endpoint-security/index.html.md): Gradient deployments have two levels of endpoint security with different levels of access to the service. - [How to Fork Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/fork-notebooks/index.html.md): Fork a notebook to create a clone of a public notebook into your workspace or to duplicate a notebook already in your workspace. - [How to Resize a Machine](https://docs.digitalocean.com/products/paperspace/machines/how-to/resize/index.html.md): Resize your machine when needed by adjusting its machine type for better performance or increasing its disk size for more storage. This allows you to optimize resources based on your workload requirements. - [How to Connect to the Gradient GitHub App](https://docs.digitalocean.com/products/paperspace/workflows/how-to/connect-to-github-app/index.html.md): The Gradient GitHub App lets you start training runs in Workflows and Deployments by listening for commits in GitHub. - [Health Checks for Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/reference/health-checks/index.html.md): Configure health checks that monitor the health and readiness of Gradient Deployments. - [How to Share Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/share-notebooks/index.html.md): Share access to Notebooks to let other users view and run your notebook. - [How to Transfer Files Between Machines](https://docs.digitalocean.com/products/paperspace/machines/how-to/transfer-files/index.html.md): Transfer files between your Windows-based machine and other devices using FileZilla, `scp`, `wget`, or Windows' Remote Desktop Protocol (RDP), depending on your needs for secure or public file transfers. - [How to Use the Gradient Model Repository to Manage Models](https://docs.digitalocean.com/products/paperspace/workflows/how-to/use-model-repo/index.html.md): Use the Gradient Model repository to import, manage, and deploy ML models. - [How to Add a Run on Gradient Badge for Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/add-run-on-gradient/index.html.md): Use a Run on Gradient URL or badge to share Gradient Notebooks on Paperspace. - [How to Create Datasets for Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/create-datasets/index.html.md): Create datasets using the Paperspace console and command line. - [How to Use Clipboard Syncing and the Paperspace Password Tool on Windows-Based Machines](https://docs.digitalocean.com/products/paperspace/machines/how-to/use-windows-features/index.html.md): Windows-based machines offer features designed to enhance your experience, such as clipboard syncing and the Paperspace Password Tool. - [How to Mount Datasets in a Gradient Notebook](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/mount-datasets/index.html.md): Mount existing team datasets, public datasets, and create new team datasets to explore data and training models. - [How to Enable or Disable Auto-shutdown](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-auto-shutdown/index.html.md): Automatically turn off your machine after a period of inactivity using the auto-shutdown feature. This helps you manage resources efficiently by turning off idling machines. - [How to Upload and Download Datasets and Files from Gradient Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/transfer-data-and-files/index.html.md): Upload and download files from the file manager, transfer files from Google Drive to your notebook, and access shared persistent storage. - [How to Connect S3-Compatible Data Sources to Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/connect-data-sources/index.html.md): Mount public or private S3 buckets into notebooks to access data stored externally. - [How to Create, Delete, or Migrate a Machine to a Private Network](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-private-networks/index.html.md): Connect machines and shared drives on a logically isolated private network for secure communication or to enable a VPN. Migrate machines between different private networks at any time. - [How to Set Up Storage Providers for Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/add-storage-providers/index.html.md): Add DigitalOcean Spaces Object Storage or another public storage provider. - [How to Manage Storage for Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/manage-storage/index.html.md): Manage storage in Linux-based environment. - [How to Assign or Remove a Public IP Address](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-public-ips/index.html.md): Assign a public IP address to your machine to make it accessible over the internet, or remove the public IP address when your machine no longer needs external access. - [How to Create, Mount, or Delete a Shared Drive](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-shared-drives/index.html.md): Enable secure storage accessible from multiple machines in a private network with shared drives. - [How to Use Container Images for Paperspace Deployments](https://docs.digitalocean.com/products/paperspace/deployments/how-to/use-images/index.html.md): Choose a specific container image for a Deployment. - [How to Take, Revert to, or Delete a Snapshot](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-snapshots/index.html.md): Protect your machines and its data by taking, reverting to, or deleting snapshots, which are disk images that capture the state of your machine at a specific point in time. Use snapshots as backups to protect against data loss, system failures, or other … - [How to Use Paperspace Integrations](https://docs.digitalocean.com/products/paperspace/deployments/how-to/use-integrations/index.html.md): Connect repositories and storage solutions to your deployment. - [How to Create or Delete a Custom Template](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-custom-template/index.html.md): Use custom templates to create machines with specific machine configurations. Custom templates allow you to replicate your machine setup, including installed software and configurations, for consistent and efficient workflows. You can also delete templates … - [How to Create or Delete a Virtual Private Network](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-vpn/index.html.md): Set up a secure site-to-site VPN connection using a VPN gateway to enable encrypted, two-way communication between your Paperspace machines and external networks, such as your local network or a third-party location. You can create or delete a VPN through … - [How to Use Secrets and Environment Variables in Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/how-to/use-secrets/index.html.md): Use secrets in Gradient Deployments. - [How to Enable or Disable Advanced Desktop Streaming Settings](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-desktop-streaming/index.html.md): Enable or disable advanced desktop streaming settings, like Gamer Mode for enhanced mouse control and resolution snapping or USB mouse emulation for addresing mouse issues in games and other applications. - [How to Use Custom Containers in Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/how-to/manage-containers/index.html.md): Use and manage custom containers in Gradient Deployments to define consistent, reproducible runtime environments for your applications and models. - [How to Enable or Disable NVLink](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-nvlink/index.html.md): Enhance data transfer speeds and scalability between NVIDIA GPUs for high-performance computing tasks by enabling NVLink. Disable NVLink on H100x1 machines to use CUDA. - [How to Assign or Unassign a Hostname](https://docs.digitalocean.com/products/paperspace/machines/how-to/manage-hosts/index.html.md): Assign a persistent hostname to your machine to keep the hostname consistent after shutdowns and restarts. - [How to Deploy Using GitHub Actions with Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/how-to/use-github-action/index.html.md): A reference guide to using GitHub Actions with Gradient Deployments. - [How to Use the Terminal to Access Notebook Machines](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/use-terminal/index.html.md): Access a terminal in Gradient Notebooks to use root access to the underlying machine. - [How to Connect to Remote Jupyter Kernel](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/connect-remote-kernel/index.html.md): Connect to remote Jupyter kernels through alternative IDEs. - [How to Access and Restart Jupyter Kernels](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/restart-kernels/index.html.md): How to check on Jupyter kernel states - [How to Use Custom Containers in Gradient Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/manage-containers/index.html.md): Use and configure custom containers in Gradient Notebooks to define your own runtime environment and dependencies. - [How to View Logs for Gradient Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/view-notebook-logs/index.html.md): Access real time and post-workload system logs for Gradient Deployments. - [How to View Metrics For Gradient Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/view-notebook-metrics/index.html.md): Access CPU usage, RAM usage, and GPU performance metrics for Gradient Notebooks. - [How to Use TensorBoard in Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/how-to/use-tensorboard/index.html.md): Use TensorBoard, a visualization toolkit from TensorFlow, within Gradient notebooks to visualize metrics and histograms, display images, and more. - [Deploy a Model to an Endpoint using Gradient](https://docs.digitalocean.com/products/paperspace/deployments/getting-started/deploy-model-to-endpoint/index.html.md): Use Gradient to deploy a machine learning model using a high-performance, low-latency microservice with a RESTful API. - [Deployment Basics](https://docs.digitalocean.com/products/paperspace/deployments/concepts/deployment-basics/index.html.md): High-level overview of Gradient Deployments. - [Notebook Templates](https://docs.digitalocean.com/products/paperspace/notebooks/concepts/notebook-templates/index.html.md): Templates are pre-configured notebooks used for machine learning (ML) libraries and repositories. - [Set Up Your First Workflow](https://docs.digitalocean.com/products/paperspace/workflows/getting-started/your-first-workflow/index.html.md): Start automating machine learning tasks and creating reproducible and production-ready pipelines. ## SnapShooter SnapShooter is a cloud backup and recovery solution. Use SnapShooter to back up servers, volumes, databases, and applications from DigitalOcean and other cloud providers. - [SnapShooter Features](https://docs.digitalocean.com/products/snapshooter/details/features/index.html.md): Enable daily or hourly backups for server files, databases, and applications. Use native cloud provider backups or backup jobs run using SnapShooter's custom engine to back up hosted resources to your S3-based storage provider or SnapShooter Simple … - [SnapShooter Pricing](https://docs.digitalocean.com/products/snapshooter/details/pricing/index.html.md): Pricing for SnapShooter depends on the plan chosen. For native backups, you pay the fees associated with the storage directly to the provider. - [SnapShooter Availability](https://docs.digitalocean.com/products/snapshooter/details/availability/index.html.md): Supported native backup and storage providers for SnapShooter. - [SnapShooter Limits](https://docs.digitalocean.com/products/snapshooter/details/limits/index.html.md): Limits and known issues for SnapShooter. - [How to Connect DigitalOcean Teams to a SnapShooter Account](https://docs.digitalocean.com/products/snapshooter/how-to/connect-digitalocean-teams/index.html.md): You can connect any number of DigitalOcean teams to a single SnapShooter account to set up daily backups for Droplets and volumes on those teams. About SnapShooter Backups SnapShooter supports two kinds of backups: native backups and backup jobs. Native … - [SnapShooter SSH IP Address Allowlist](https://docs.digitalocean.com/products/snapshooter/details/ip-address-allowlist/index.html.md): These IP addresses must have SSH access to your server for SnapShooter to function. - [How to Connect Other Cloud Provider Accounts to a SnapShooter Account](https://docs.digitalocean.com/products/snapshooter/how-to/connect-other-accounts/index.html.md): This feature is deprecated. Connect accounts from other cloud providers to SnapShooter to set up daily or hourly backups for servers and other resources. - [SnapShooter Quickstart](https://docs.digitalocean.com/products/snapshooter/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [SnapShooter Alpha and Beta Tests for Backup Jobs](https://docs.digitalocean.com/products/snapshooter/details/alpha-beta-tests/index.html.md): When we write a new backup job, after we test it in our own staging environment, we invite customers to test it too. - [How to Connect Servers Using SSH](https://docs.digitalocean.com/products/snapshooter/how-to/connect-servers/index.html.md): Connect servers directly to SnapShooter to set up backup jobs, which run using SnapShooter’s custom engine to back up hosted resources (like files, databases, and applications) to your chosen S3-based storage provider. About SnapShooter Backups SnapShooter … - [How to Connect Servers Using the SnapShooter Agent](https://docs.digitalocean.com/products/snapshooter/how-to/connect-using-agent/index.html.md): Use the SnapShooter Agent to connect SnapShooter to private resources that are behind a NAT gateway or firewall. - [How to Connect Containers Using the SnapShooter Agent](https://docs.digitalocean.com/products/snapshooter/how-to/connect-using-containerized-agent/index.html.md): Use the SnapShooter Agent in a container to connect SnapShooter to private resources that are behind a NAT gateway or firewall. - [How to Add an Encryption Key](https://docs.digitalocean.com/products/snapshooter/how-to/add-an-encryption-key/index.html.md): You can use encryption keys to secure your files before SnapShooter stores them. You must generate a public and private key pair on your local machine, then add the public key to SnapShooter. This ensures that only you, the private key holder, have access … - [How to Use DigitalOcean Spaces Object Storage with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/use-spaces-for-storage/index.html.md): Set up DigitalOcean Spaces Object Storage as your SnapShooter storage provider to save backup files to a Spaces bucket. - [How to Use Other Storage Providers with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/use-other-storage-providers/index.html.md): Set up other storage providers, like AWS S3, Google Drive, or Dropbox, to store SnapShooter backup files. - [How to Back Up DigitalOcean Droplets with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-droplets/index.html.md): Back up DigitalOcean Droplets daily with SnapShooter. SnapShooter uses the DigitalOcean API via OAuth authentication to take backups and prune them on your behalf. Configure Automatic Droplet Backups First, connect your DigitalOcean team to your … - [How to Back Up DigitalOcean Volumes with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-volumes/index.html.md): Back up DigitalOcean Volumes Block Storage daily with SnapShooter. SnapShooter uses the DigitalOcean API via OAuth authentication to take backups and prune them on your behalf. Configure Automatic Volume Backups First, connect your DigitalOcean team to … - [How to Back Up DigitalOcean Managed Databases with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-managed-databases/index.html.md): Back up DigitalOcean Managed Databases periodically with SnapShooter. SnapShooter uses the DigitalOcean API via OAuth authentication to take backups and prune them on your behalf. Configure Automatic Managed Database Backups First, connect your … - [How to Back Up Resources on DigitalOcean Kubernetes with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-doks/index.html.md): Back up resources such as databases on DigitalOcean Kubernetes (DOKS) clusters with SnapShooter. SnapShooter uses the DigitalOcean API to install a backup agent into your cluster with one click, then manages backups, retention, and data restoration for … - [How to Back Up Servers from Other Cloud Providers with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-other-servers/index.html.md): This feature is deprecated. Use SnapShooter to manage daily or hourly native backups for servers from other supported cloud providers, like Amazon, Exoscale, and Hetzner. - [How to Back Up Files with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-files/index.html.md): Use SnapShooter to automatically create a full or incremental backup of your server files, compress it, and schedule future backups. Connect a Server and Storage Provider First, connect your server to your SnapShooter account. How to Connect Servers Using … - [How to Back Up PostgreSQL Servers with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-postgresql-servers/index.html.md): Use SnapShooter to automatically create backups for a PostgreSQL database server and store them in S3-based storage of your choice. Connect a Server and Storage Provider First, connect your server to your SnapShooter account. How to Connect Servers Using … - [How to Back Up MySQL Servers with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-mysql-servers/index.html.md): Use SnapShooter to automatically create backups for a MySQL database server and store them in S3-based storage of your choice. Connect a Server and Storage Provider First, connect your server to your SnapShooter account. How to Connect Servers Using SSH … - [How to Back Up MongoDB Servers with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-mongodb-servers/index.html.md): Use SnapShooter to automatically create backups for a MongoDB database server and store them in S3-based storage of your choice. Connect a Server and Storage Provider First, connect your server to your SnapShooter account. How to Connect Servers Using SSH … - [SnapShooter Support](https://docs.digitalocean.com/products/snapshooter/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [How to Back Up WordPress Servers with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-wordpress-servers/index.html.md): Use SnapShooter to automatically create compressed backups for your WordPress database and website directory and transfer them automatically to S3-based storage of your choice. Connect a Server and Storage Provider First, connect your server to your … - [How to Back Up Laravel Servers with SnapShooter](https://docs.digitalocean.com/products/snapshooter/how-to/back-up-laravel-servers/index.html.md): Use SnapShooter to automatically create compressed backups for your Laravel database and website directory and transfer them automatically to S3-based storage of your choice. Connect a Server and Storage Provider First, connect your server to your … - [How to Add Pre- and Post-Backup Scripts for SnapShooter Backup Jobs](https://docs.digitalocean.com/products/snapshooter/how-to/add-pre-and-post-backup-scripts/index.html.md): You can write scripts to perform actions before and after SnapShooter backup jobs, like closing a file-based database before a backup and reopening it after the backup. Script Requirements Pre- and post-backup scripts must meet the following requirements: … - [How to Restore Backups](https://docs.digitalocean.com/products/snapshooter/how-to/restore-backups/index.html.md): Use SnapShooter to restore data backed up by SnapShooter backup jobs. A restore wizard helps you configure and start the restoration process. You must restore SnapShooter native backups, or snapshots, through your cloud provider’s interface or API. You can … ## Uptime Check the health of URLs, hostnames, and IP addresses, and set alerts for latency, downtime, and expired SSL certificates - [How to Create Checks](https://docs.digitalocean.com/products/uptime/how-to/create-checks/index.html.md): Create an Uptime check to start monitoring an endpoint's latency, uptime, and SSL certificate. - [Uptime Features](https://docs.digitalocean.com/products/uptime/details/features/index.html.md): Uptime can check endpoints via HTTPS, HTTP, and ICMP, report on uptime status, latency, and SSL certificate expiry, and send alerts via email and Slack. - [How to Edit Checks](https://docs.digitalocean.com/products/uptime/how-to/edit-checks/index.html.md): Edit an Uptime check to change endpoint details, check type, and regions. - [Uptime Pricing](https://docs.digitalocean.com/products/uptime/details/pricing/index.html.md): Each Uptime check costs $1.00 per month, billed in hourly increments. There is no additional cost for alerts. Free Allowance Your invoice is credited with 1 free Uptime check per month. This appears as 672 hours of credit and is split between multiple … - [Uptime Availability](https://docs.digitalocean.com/products/uptime/details/availability/index.html.md): Regional datacenter availability for uptime. - [How to Destroy Checks](https://docs.digitalocean.com/products/uptime/how-to/destroy-checks/index.html.md): Delete an Uptime check and any alerts associated with it. - [Uptime Limits](https://docs.digitalocean.com/products/uptime/details/limits/index.html.md): Limits and known issues for Uptime. - [How to Create Alerts](https://docs.digitalocean.com/products/uptime/how-to/create-alerts/index.html.md): Create an Uptime alert to receive notifications via email and Slack when a check is failing. - [How to Edit Alerts](https://docs.digitalocean.com/products/uptime/how-to/edit-alerts/index.html.md): Edit alerts to change alert types, thresholds, and notification preferences. - [How to Destroy Alerts](https://docs.digitalocean.com/products/uptime/how-to/destroy-alerts/index.html.md): Destroy an alert to stop monitoring a metric and receiving notifications for it. - [Uptime Monitoring Quickstart](https://docs.digitalocean.com/products/uptime/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [How to View the Uptime Check Dashboard](https://docs.digitalocean.com/products/uptime/how-to/view-dashboard/index.html.md): View the Uptime check dashboard for information on uptime, latency, and SSL certificates, as well as for configuring alerts. ## App Platform App Platform is a fully managed Platform-as-a-Service (PaaS) that deploys applications from Git repositories or container images. It automatically builds, deploys, and scales components while handling all underlying infrastructure. - [App Platform Quickstart](https://docs.digitalocean.com/products/app-platform/getting-started/quickstart/index.html.md): Get your source code live on App Platform in a few minutes. - [Choosing a Plan for Your App Components](https://docs.digitalocean.com/products/app-platform/concepts/choosing-a-plan/index.html.md): Guidance on choosing the right App Platform plan for your app's components based on usage patterns and needs. - [An Introduction to App Platform](https://docs.digitalocean.com/products/app-platform/details/intro-faq/index.html.md): An FAQ for App Platform - [How to Create Apps in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/create-apps/index.html.md): Build and deploy apps on push in the cloud with App Platform. - [How to Clone Apps in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/clone-app/index.html.md): Clone and deploy apps on push in the cloud with App Platform. - [App Platform Features](https://docs.digitalocean.com/products/app-platform/details/features/index.html.md): App Platform is a Platform-as-a-Service (PaaS) offering that allows developers to publish code directly to DigitalOcean servers without worrying about the underlying infrastructure. App Platform can either automatically analyze and build code from your … - [How to Deploy from Container Images](https://docs.digitalocean.com/products/app-platform/how-to/deploy-from-container-images/index.html.md): Deploy an application using a container image stored in your DigitalOcean Container Registry. - [Deploy Sample Apps to App Platform](https://docs.digitalocean.com/products/app-platform/getting-started/deploy-sample-apps/index.html.md): Fork and launch sample applications for several popular programming languages. - [App Platform Pricing](https://docs.digitalocean.com/products/app-platform/details/pricing/index.html.md): Pricing for App Platform containers and additional resources. - [How to Deploy from Monorepos](https://docs.digitalocean.com/products/app-platform/how-to/deploy-from-monorepo/index.html.md): Deploy applications from monorepos in App Platform. - [How to Deploy using GitHub Actions](https://docs.digitalocean.com/products/app-platform/how-to/deploy-from-github-actions/index.html.md): Deploy applications directly from your GitHub repository using GitHub Actions. - [How to Scale Apps in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/scale-app/index.html.md): Add capacity to your app by scaling the number of containers. - [App Platform Availability](https://docs.digitalocean.com/products/app-platform/details/availability/index.html.md): Regional datacenter availability for App Platform. - [App Platform Limits](https://docs.digitalocean.com/products/app-platform/details/limits/index.html.md): Limits and known issues for App Platform. - [How to Manage Services in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/manage-services/index.html.md): Create and configure services in App Platform. - [App Platform Build System Update Policy](https://docs.digitalocean.com/products/app-platform/concepts/platform-upgrade-policy/index.html.md): App Platform's policies for rollout of new stacks, deprecation of old stacks, and timing. - [How to Manage Cron Jobs and Deployment Jobs in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/manage-jobs/index.html.md): Create and configure jobs in App Platform. - [App Platform Maintenance](https://docs.digitalocean.com/products/app-platform/details/maintenance/index.html.md): App Platform's maintenance policy. - [How to Manage Static Sites in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/manage-static-sites/index.html.md): Create and configure a static site in App Platform. - [App Platform Support](https://docs.digitalocean.com/products/app-platform/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [How to Manage Workers in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/manage-workers/index.html.md): Create and configure background workers in App Platform. - [How to Manage Functions in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/manage-functions/index.html.md): Create and configure functions in App Platform. Functions are blocks of code that run on demand without the need to manage any infrastructure. - [Manage App Platform Databases](https://docs.digitalocean.com/products/app-platform/how-to/manage-data-storage/index.html.md): How to accomplish specific tasks in detail for App Platform databases. - [How to Manage Databases in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/manage-databases/index.html.md): Create managed relational databases from directly within App Platform for use in development or production applications. - [How to Store Data in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/store-data/index.html.md): Review data storage options for App Platform. - [How to Connect PostgreSQL to Connection Pools in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/connect-pg-pools/index.html.md): Connect your app to PostgreSQL database with connection pools using App Platform. - [Manage App Platform App Settings](https://docs.digitalocean.com/products/app-platform/how-to/manage-settings/index.html.md): How to accomplish specific tasks in detail for App Platform app settings. - [How to Manage Build and Run Commands](https://docs.digitalocean.com/products/app-platform/how-to/build-run-commands/index.html.md): Add, edit, and delete buildtime and runtime commands for your application. - [How to Use Environment Variables in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/use-environment-variables/index.html.md): Use and encrypt environment variables in App Platform. - [How to Configure Edge Settings in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/configure-edge-settings/index.html.md): Improve your app's performance by caching content with Cache-Control headers. - [How to Change an App's Datacenter Region](https://docs.digitalocean.com/products/app-platform/how-to/change-region/index.html.md): Redeploy an existing App Platform app to a different datacenter region. - [How to Configure Maintenance Mode](https://docs.digitalocean.com/products/app-platform/how-to/maintenance-mode/index.html.md): Temporarily take your app offline for maintenance and display a maintenance message to users. - [How to Configure App Termination Settings](https://docs.digitalocean.com/products/app-platform/how-to/configure-termination/index.html.md): Configure the amount of time that app components have between receiving a termination command and actually shutting down to leave room to complete clean-up tasks. - [How to Archive and Restore an App](https://docs.digitalocean.com/products/app-platform/how-to/archive-restore/index.html.md): Archive apps to store their data and configuration, and to stop incurring charges for the app. Restore an archived app to resume using it. - [How to Upgrade Your App's Stack](https://docs.digitalocean.com/products/app-platform/how-to/change-stack/index.html.md): Upgrade your app's stack to take advantage of new features and security updates, or maintain your app's compatibility. - [How to Upgrade Your NodeJS Buildpack in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/migrate-nodejs-buildpack/index.html.md): Upgrade your app to use new NodeJS Buildpack. - [How to Upgrade Buildpacks in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/upgrade-buildpacks/index.html.md): Upgrade your app's buildpacks to their latest versions. - [How to Manage App Server's Time Zone](https://docs.digitalocean.com/products/app-platform/how-to/manage-time-zone/index.html.md): Change your app server's time zone configuration to match your application's needs. - [Manage App Platform Networking](https://docs.digitalocean.com/products/app-platform/how-to/manage-networking/index.html.md): How to accomplish specific tasks in detail for App Platform networking. - [How to Add Static IP Addresses to App Platform Apps](https://docs.digitalocean.com/products/app-platform/how-to/add-ip-address/index.html.md): Add a static IP addresses to your app that allow you to route traffic to and from your app with consistent IP addresses. - [How to Manage Domains in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/manage-domains/index.html.md): Add a custom domain to use for your app, in addition to its included ondigitalocean.com subdomain. - [How to Configure CORS Policies in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/configure-cors-policies/index.html.md): Enable cross-origin resource sharing in App Platform. - [How to Enable App Platform VPC](https://docs.digitalocean.com/products/app-platform/how-to/enable-vpc/index.html.md): Enable VPC for apps to connect it to other DigitalOcean resources. - [How to Set Up Internal Routing in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/manage-internal-routing/index.html.md): Set up internal routing between components in your app to support API gateways, backend job processing, and microservice architecture. - [How to Rewrite or Redirect URL Paths](https://docs.digitalocean.com/products/app-platform/how-to/url-rewrites/index.html.md): Change the ingress URL paths in your app to create more manageable URLs or redirect traffic to different URLs. - [How to Configure HTTP/2](https://docs.digitalocean.com/products/app-platform/how-to/configure-http2/index.html.md): Configure apps to receive HTTP/2 traffic. This allows you to use gRPC and other HTTP/2 features. - [Use an External CDN in Front of an App Platform App](https://docs.digitalocean.com/products/app-platform/how-to/configure-external-cdn/index.html.md): Use an external CDN to route traffic to your App Platform app. - [Manage App Platform App Observability](https://docs.digitalocean.com/products/app-platform/how-to/manage-observability/index.html.md): How to accomplish specific tasks in detail for App Platform app observability, such as setting up log forwarding and viewing metrics. - [How to Set Up and Manage Health Checks](https://docs.digitalocean.com/products/app-platform/how-to/manage-health-checks/index.html.md): Add health checks to your app to monitor the availability and performance of its services. - [How to View Logs in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/view-logs/index.html.md): View application, build, deploy, and runtime logs in App Platform. - [How to Forward Logs in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/forward-logs/index.html.md): Enable log forwarding to log management providers in App Platform. - [How to Create Alerts and Set Up Monitoring in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/create-alerts/index.html.md): Create alert policies and set up alerts for app or resource events. - [How to View Insights in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/view-insights/index.html.md): View application insights in App Platform in the control panel or using the API. - [How to Manage Deployments in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/manage-deployments/index.html.md): Manage deployments in App Platform. - [How to Access the Console for an App Platform Component](https://docs.digitalocean.com/products/app-platform/how-to/console/index.html.md): Access the console for components in your app to troubleshoot issues and run commands in their container. - [How to Restart or Force Rebuild Your App](https://docs.digitalocean.com/products/app-platform/how-to/restart-rebuild-app/index.html.md): Resolve deadlocks or connection issues by restarting or rebuilding your app. - [How to Update an App's Spec](https://docs.digitalocean.com/products/app-platform/how-to/update-app-spec/index.html.md): Update an app's configuration by editing its spec file. - [App Platform Dockerfile Build Reference](https://docs.digitalocean.com/products/app-platform/reference/dockerfile/index.html.md): Reference for using Dockerfiles to build App Platform apps. - [How to Manage an App's Source Repository](https://docs.digitalocean.com/products/app-platform/how-to/manage-source-repo/index.html.md): How change source repositories, configure submodules, and enable Git Large File Support (LFS). - [How to Build Components Locally](https://docs.digitalocean.com/products/app-platform/how-to/build-locally/index.html.md): Build app components locally using the same build process as App Platform. - [How to Add a "Deploy to DigitalOcean" Button to Your Repository](https://docs.digitalocean.com/products/app-platform/how-to/add-deploy-do-button/index.html.md): Add a "Deploy to DigitalOcean" button to your GitHub or GitLab repository so users can launch your app on App Platform with one click. - [How to Destroy Apps in App Platform](https://docs.digitalocean.com/products/app-platform/how-to/destroy-app/index.html.md): Delete apps from your app platform. - [Reference for Dev Config YAML](https://docs.digitalocean.com/products/app-platform/reference/dev-config/index.html.md): Reference for the format of dev-config.yaml, a file that configures local App Platform builds using doctl - [Reference for App Specification](https://docs.digitalocean.com/products/app-platform/reference/app-spec/index.html.md): Reference for the format of app configuration files for App Platform, also known as app specs. - [App Platform Error Code Reference](https://docs.digitalocean.com/products/app-platform/reference/error-codes/index.html.md): Reference for error codes and their reasons in App Platform. - [Migrate from Heroku to DigitalOcean App Platform](https://docs.digitalocean.com/products/app-platform/getting-started/migrate-from-heroku/index.html.md): Bring your Heroku apps, workers, and datastores to DigitalOcean’s fully managed PaaS. - [Rust Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/rust/index.html.md): Details on using the Rust buildpack in App Platform, including files for buildpack detection, choosing versions, and configuration options. - [Sample App for .NET](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/dotnet/index.html.md): Manage .NET apps in DigitalOcean App Platform. - [Sample App for Rust](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/rust/index.html.md): Manage Rust apps in DigitalOcean App Platform. - [.NET Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/dotnet/index.html.md): Details on using the .NET buildpack in App Platform, including files for buildpack detection, choosing versions, and configuration options. - [Bun Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/bun/index.html.md): Details on using the Bun buildpack in App Platform, including files for buildpack detection, choosing versions, and limits. - [Sample App for Asp .Net using Docker](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/aspnet/index.html.md): Manage Asp .Net apps in DigitalOcean App Platform. - [Sample App for Spring boot using Docker](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/spring-boot/index.html.md): Manage Spring Boot apps in DigitalOcean App Platform. - [Sample App for Gin](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/gin/index.html.md): Manage Gin apps in DigitalOcean App Platform. - [Legacy Node.js Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/legacy-nodejs/index.html.md): Details on using the Node.js buildpack in App Platform, including files for buildpack detection, choosing versions, and limits. - [Aptfile Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/aptfile/index.html.md): Details on using the Aptfile buildpack in App Platform, including files for buildpack detection, choosing versions, and limits. - [Deploy the Etherpad Collaborative Web Editor to App Platform](https://docs.digitalocean.com/products/app-platform/getting-started/deploy-etherpad/index.html.md): Learn how to deploy the official Etherpad Docker image to DigitalOcean's App Platform and connect it to a managed PostgreSQL database. - [Go Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/go/index.html.md): Details on using the Go buildpack in App Platform, including files for buildpack detection, choosing versions, and limits. - [Hugo Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/hugo/index.html.md): Details on using the Hugo buildpack in App Platform, including files for buildpack detection, choosing versions, and limits. - [Node.js Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/nodejs/index.html.md): Details on using the Node.js buildpack in App Platform, including files for buildpack detection, choosing versions, and limits. - [PHP Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/php/index.html.md): Details on using the PHP buildpack in App Platform, including files for buildpack detection, choosing versions, and limits. - [Python Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/python/index.html.md): Details on using the Python buildpack in App Platform, including files for buildpack detection, choosing versions, and limits. - [Ruby Buildpack on App Platform](https://docs.digitalocean.com/products/app-platform/reference/buildpacks/ruby/index.html.md): Details on using the Ruby buildpack in App Platform, including files for buildpack detection, choosing versions, and limits. - [Deploy a Sample RSS Reader to App Platform](https://docs.digitalocean.com/products/app-platform/getting-started/deploy-rss-reader/index.html.md): Build a multi-component sample RSS reader app and then deploy the app to App Platform. - [Sample App for Flask](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/flask/index.html.md): Manage Flask apps in DigitalOcean App Platform. - [Sample App for Docker](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/docker/index.html.md): Manage Docker apps in DigitalOcean App Platform. - [Sample App for Express.js](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/express.js/index.html.md): Manage Express.js apps in DigitalOcean App Platform. - [Sample App for Go](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/go/index.html.md): Manage Go apps in DigitalOcean App Platform. - [Sample App for Laravel](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/laravel/index.html.md): Manage Laravel apps in DigitalOcean App Platform. - [Sample App for Next.js](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/next.js/index.html.md): Manage Next.js apps in DigitalOcean App Platform. - [Sample App for Node.js](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/node/index.html.md): Manage Node.js apps in DigitalOcean App Platform. - [Sample App for Nuxt.js](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/nuxt.js/index.html.md): Manage Nuxt.js apps in DigitalOcean App Platform. - [Sample App for PHP](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/php/index.html.md): Manage PHP apps in DigitalOcean App Platform. - [Sample App for Python](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/python/index.html.md): Manage Python apps in DigitalOcean App Platform. - [Sample App for React](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/react/index.html.md): Manage React apps in DigitalOcean App Platform. - [Sample App for Ruby](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/ruby/index.html.md): Manage Ruby apps in DigitalOcean App Platform. - [Sample App for Static HTML Assets](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/static-assets/index.html.md): Manage static assets in DigitalOcean App Platform. - [Sample App for Gatsby](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/gatsby/index.html.md): Manage Gatsby apps in DigitalOcean App Platform. - [Sample App for Hugo](https://docs.digitalocean.com/products/app-platform/getting-started/sample-apps/hugo/index.html.md): Manage Hugo apps in DigitalOcean App Platform. ## Functions DigitalOcean Functions is a function as a service (FaaS) offering that lets you run your local serverless code in the cloud using Node.js, Python, Go, or PHP without managing any backend infrastructure. - [Functions Features](https://docs.digitalocean.com/products/functions/details/features/index.html.md): Functions is a function as a service (FaaS) offering that lets you run your local serverless code in the cloud using Node.js, Python, Go, or PHP. - [Functions Pricing](https://docs.digitalocean.com/products/functions/details/pricing/index.html.md): Billing information for DigitalOcean Functions, including free allowance, bandwidth, and overage charges. - [Functions Availability](https://docs.digitalocean.com/products/functions/details/availability/index.html.md): Regional datacenter availability for DigitalOcean Functions. - [Functions Limits](https://docs.digitalocean.com/products/functions/details/limits/index.html.md): Limits and known issues for DigitalOcean Functions. - [How to Create Functions](https://docs.digitalocean.com/products/functions/how-to/create-functions/index.html.md): Create and deploy a function using the command line or control panel. - [Functions Quickstart](https://docs.digitalocean.com/products/functions/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Sample Functions](https://docs.digitalocean.com/products/functions/getting-started/sample-functions/index.html.md): Use our example repositories with sample projects and functions to get started quickly with DigitalOcean Functions. - [Serverless Jamstack, Part 1: Deploy a MongoDB Database](https://docs.digitalocean.com/products/functions/getting-started/serverless-jamstack/deploy-mongodb/index.html.md): Deploy a static website and a MongoDB database as part of setting up a Jamstack-style app. - [How to Develop Functions](https://docs.digitalocean.com/products/functions/how-to/develop-functions/index.html.md): Improve your serverless development with this guidance on invoking, iterating on, and observing DigitalOcean Functions. - [Serverless Jamstack, Part 2: Add Serverless Functions to App](https://docs.digitalocean.com/products/functions/getting-started/serverless-jamstack/add-functions/index.html.md): Set up serverless functions and connect them to the database. - [How to Configure Functions](https://docs.digitalocean.com/products/functions/how-to/configure-functions/index.html.md): Configure the resource limits, runtime, and environment of your DigitalOcean Functions. - [How to Schedule Functions](https://docs.digitalocean.com/products/functions/how-to/schedule-functions/index.html.md): Schedule functions to run periodically. - [How to Call Long-running Functions Asynchronously](https://docs.digitalocean.com/products/functions/how-to/async-functions/index.html.md): You can invoke long-running functions asynchronously using the doctl command line tool or the Functions REST API. You cannot run functions invoked as web functions asynchronously. Asynchronous (or non-blocking) function invocations immediately return an … - [How to Destroy Functions](https://docs.digitalocean.com/products/functions/how-to/destroy/index.html.md): You can destroy individual functions at any time. You can also destroy all functions in a namespace at once by resetting the namespace. Destroy Individual Functions To permanently destroy functions, from the Overview tab of the namespace, click the … - [How to Include Static Files](https://docs.digitalocean.com/products/functions/how-to/include-files/index.html.md): Node.js, Python, and PHP functions include all the files in their directory when deployed. Functions written in Go must use the embed package to refer to these files. Including Files in Node.js, Python, and PHP By default, all files in a Node.js, Python, … - [Serverless Jamstack, Part 3: Connect Serverless Functions to Website](https://docs.digitalocean.com/products/functions/getting-started/serverless-jamstack/connect-functions-to-website/index.html.md): Connect the serverless functions to the static website, test the site's functionality and redeploy the app. - [How to Set Custom CORS Headers](https://docs.digitalocean.com/products/functions/how-to/set-custom-cors-headers/index.html.md): Set custom CORS headers. - [How to Create Namespaces to Organize DigitalOcean Functions](https://docs.digitalocean.com/products/functions/how-to/create-namespaces/index.html.md): Namespaces are a level of isolation and organization for functions and their settings. All functions and projects must be created in a namespace. Command Line To create a new namespace, use the create subcommand of doctl serverless namespaces, passing in a … - [How to Destroy Namespaces](https://docs.digitalocean.com/products/functions/how-to/destroy-namespaces/index.html.md): Namespaces are a level of isolation and organization for functions and their settings. All functions and projects must be created in a namespace. Destroying a namespace permanently destroys all of its projects and functions. Command Line Use the doctl … - [How to Structure Projects](https://docs.digitalocean.com/products/functions/how-to/structure-projects/index.html.md): Projects contain functions that are grouped into packages and configured by a project.yml file. - [How to Forward Logs](https://docs.digitalocean.com/products/functions/how-to/forward-logs/index.html.md): You can configure functions to forward console and error logs from the function to a third-party logging service. Functions supports Papertrail, Datadog, and Logtail. To configure your function to ship logs to a third party, you need to define a … - [How to Deploy Functions to App Platform](https://docs.digitalocean.com/products/functions/how-to/deploy-to-app-platform/index.html.md): Use App Platform to deploy your Functions as a component of a production app. - [Activation Record JSON Structure](https://docs.digitalocean.com/products/functions/reference/activation-records/index.html.md): Each asynchronous activation of a function creates an activation record, which you can retrieve to learn more about the process. Activation records are a JSON object, the structure of which is documented here. - [HTTP Headers](https://docs.digitalocean.com/products/functions/reference/http-headers/index.html.md): HTTP headers used by Functions. - [Parameters and Responses](https://docs.digitalocean.com/products/functions/reference/parameters-responses/index.html.md): Functions receive two parameters, event and context, and should return a single value. - [Project Configuration YAML File](https://docs.digitalocean.com/products/functions/reference/project-configuration/index.html.md): The project.yml file is a YAML configuration file in the root directory of a project which lets you define environment variables, parameters, and other properties for the project and the packages and functions within it. The structure of the information in … - [Build Process](https://docs.digitalocean.com/products/functions/reference/build-process/index.html.md): The Functions service performs a build process to transform your project’s source code into executable functions. Though much of the build runs in your own build scripts, there are other details about the Functions build process that are useful to … - [Functions Go Runtime](https://docs.digitalocean.com/products/functions/reference/runtimes/go/index.html.md): Details on developing Functions using Go. - [Functions Node.js JavaScript Runtime](https://docs.digitalocean.com/products/functions/reference/runtimes/node-js/index.html.md): Details on developing Functions using Node.js JavaScript. - [Functions PHP Runtime](https://docs.digitalocean.com/products/functions/reference/runtimes/php/index.html.md): Details on developing Functions using PHP. - [Functions Python Runtime](https://docs.digitalocean.com/products/functions/reference/runtimes/python/index.html.md): Details on developing Functions using Python. ## Snapshots Create snapshots to save on-demand copies of DigitalOcean Droplets or volumes to your account. Use snapshots to create new Droplets and volumes with the same contents. - [Snapshots Features](https://docs.digitalocean.com/products/snapshots/details/features/index.html.md): Snapshots provide a full copy of a DigitalOcean Droplet or volume. Creating a snapshot saves everything from the Droplet or volume’s disk to a disk image saved in your DigitalOcean account. You can use snapshots to archive a Droplet or volume at a point in … - [Snapshots Pricing](https://docs.digitalocean.com/products/snapshots/details/pricing/index.html.md): Snapshots are charged at $0.06 per GB per month for Droplets and $0.06 per GiB per month for volumes. There is a minimum charge of $0.01, which may apply for very small snapshots or snapshots that exist only for a short time. Pricing is based on the size … - [Snapshots Availability](https://docs.digitalocean.com/products/snapshots/details/availability/index.html.md): Snapshots are available for all Droplets and volumes across all regions. - [Snapshots Limits](https://docs.digitalocean.com/products/snapshots/details/limits/index.html.md): Limits and known issues for snapshots. - [Snapshots Quickstart](https://docs.digitalocean.com/products/snapshots/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Snapshots Support](https://docs.digitalocean.com/products/snapshots/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [How to Create Snapshots of Droplets](https://docs.digitalocean.com/products/snapshots/how-to/snapshot-droplets/index.html.md): Snapshot a Droplet to save the contents of the Droplet's disk. - [How to Create or Restore Droplets from Snapshots](https://docs.digitalocean.com/products/snapshots/how-to/create-and-restore-droplets/index.html.md): Create a new Droplet from a snapshot or restore a Droplet to an older point in time. - [How to Migrate Droplets Using DigitalOcean Snapshots](https://docs.digitalocean.com/products/snapshots/how-to/migrate-droplets/index.html.md): Use snapshots to migrate a Droplet from one data center region to another. - [How to Create Snapshots of Volumes](https://docs.digitalocean.com/products/snapshots/how-to/snapshot-volumes/index.html.md): Snapshot a volume to save the contents of the volume's disk. - [How to Create Volumes from Snapshots](https://docs.digitalocean.com/products/snapshots/how-to/create-volumes/index.html.md): Create a new volume from a snapshot. - [How to Add Droplet Snapshots to Other Regions](https://docs.digitalocean.com/products/snapshots/how-to/change-regions/index.html.md): Add a Droplet snapshot to additional regions to create Droplets based on it in those regions. - [How to Transfer a Droplet Snapshot to a Different Team](https://docs.digitalocean.com/products/snapshots/how-to/transfer/index.html.md): Transfer Droplet snapshots to another DigitalOcean team to effectively migrate a Droplet to another owner. - [How to Delete Snapshots](https://docs.digitalocean.com/products/snapshots/how-to/delete/index.html.md): Delete a snapshot to permanently remove it from your account. ## DigitalOcean Container Registry Store Docker images in your own private registry. - [Container Registry Features](https://docs.digitalocean.com/products/container-registry/details/features/index.html.md): Container registry features. - [Container Registry Pricing](https://docs.digitalocean.com/products/container-registry/details/pricing/index.html.md): DOCR has three subscription plans: a free plan to try out DOCR, a basic plan for larger projects, and a professional plan with unlimited repositories and a large amount of storage. - [Container Registry Availability](https://docs.digitalocean.com/products/container-registry/details/availability/index.html.md): - [Container Registry Limits](https://docs.digitalocean.com/products/container-registry/details/limits/index.html.md): Limits and known issues for Container Registry. - [Container Registry Quickstart](https://docs.digitalocean.com/products/container-registry/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Container Registry Support](https://docs.digitalocean.com/products/container-registry/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [How to Create a Container Registry](https://docs.digitalocean.com/products/container-registry/how-to/create-registry/index.html.md): Create a container registry to store and manage container images in private repositories. - [How to Use Your Private DigitalOcean Container Registry with Docker and Kubernetes](https://docs.digitalocean.com/products/container-registry/how-to/use-registry-docker-kubernetes/index.html.md): Push images to and pull images from your registry and use them in a cluster. - [How to Free Up Space in Your Container Registry](https://docs.digitalocean.com/products/container-registry/how-to/clean-up-container-registry/index.html.md): Free up storage space in your registry by deleting digests and tags, and running garbage collection. - [How to Use CI/CD Systems with Your Container Registry](https://docs.digitalocean.com/products/container-registry/how-to/set-up-ci-cd/index.html.md): Set up and use CI/CD systems with your container registry. - [Enable Push-to-Deploy on DigitalOcean Kubernetes Using GitHub Actions](https://docs.digitalocean.com/products/container-registry/how-to/enable-push-to-deploy/index.html.md): Integrate a DigitalOcean Container Registry with a DigitalOcean Kubernetes cluster and set up a CI/CD workflow using GitHub Actions. ## Marketplace Create new Droplets or Kubernetes clusters with 1-Click Apps preconfigured for WordPress, LAMP, Ghost, and hundreds more. - [DigitalOcean Gradient™ AI 1-Click Models](https://docs.digitalocean.com/products/marketplace/1-click-models/index.html.md): 1-Click Models let you deploy third-party generative AI models on DigitalOcean Gradient™ AI GPU Droplets with no additional setup or configuration. 1-Click Models are optimized to run on GPU Droplets, and they’re pre-configured to eliminate the need for … - 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These apps minimize setup requirements and provide a environment for testing software or deploying applications. To create a Droplet using a … - [DigitalOcean Marketplace Kubernetes 1-Click Apps](https://docs.digitalocean.com/products/marketplace/kubernetes-1-click-apps/index.html.md): Kubernetes 1-Click Apps are pre-configured applications for Kubernetes with software, features, and configuration details already in place. These apps come with a Kubernetes cluster that is automated and preconfigured. They offer a Kubernetes environment … - [DigitalOcean Marketplace SaaS Add-Ons](https://docs.digitalocean.com/products/marketplace/saas-add-ons/index.html.md): SaaS Add-Ons are third-party software-as-a-service (SaaS) offerings provided by external vendors. SaaS Add-Ons expand the functionality and scalability of your existing infrastructure or applications with minimal setup requirements. 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Sandfly detects and responds to intruders, rootkits and malware without installing any software o... - [SearchAI](https://docs.digitalocean.com/products/marketplace/catalog/searchai/index.html.md): SearchAI lets you create and deploy Hybrid Search, ChatBots, and Agents using your enterprise data securely on a single unified platform. - [SearchBlox Enterprise Search](https://docs.digitalocean.com/products/marketplace/catalog/searchblox-enterprise-search/index.html.md): Deploy next-generation search capabilities with SearchBlox Enterprise Search and manage effortlessly without complex dependencies. 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Shiny applications are interactive web appl... - [SigNoz](https://docs.digitalocean.com/products/marketplace/catalog/signoz/index.html.md): SigNoz is an open-source observability platform that enables you to collect, store, and analyse distributed application traces, metrics, and logs using the Open... - [Simple Observability](https://docs.digitalocean.com/products/marketplace/catalog/simple-observability/index.html.md): Unified server monitoring: Metrics, logs, alerts & cron tracking. One-command setup, no config files, and an open-source agent. Simple and developer-friendly. - [SimpleBackups](https://docs.digitalocean.com/products/marketplace/catalog/simplebackups/index.html.md): All-in-one backup automation tool. 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Designed for WordPress. - [SPR](https://docs.digitalocean.com/products/marketplace/catalog/spr/index.html.md): A hardened VPN to filter & block traffic - [SRS](https://docs.digitalocean.com/products/marketplace/catalog/srs/index.html.md): SRS Stack is an all-in-one, out-of-the-box, and open-source video solution for creating online video services, including live streaming and WebRTC, on the cloud... - [Stacks Blockchain](https://docs.digitalocean.com/products/marketplace/catalog/stacks-blockchain/index.html.md): Reference implementation of the Stacks blockchain in Rust. Included in this release: stacks-blockchain, stacks-blockchain-api, postgres, and nginx. - [Status List](https://docs.digitalocean.com/products/marketplace/catalog/status-list/index.html.md): Uptime monitoring, hosted status pages and built-in diagnostics for your web service. - [Statusnook](https://docs.digitalocean.com/products/marketplace/catalog/statusnook/index.html.md): Effortlessly deploy a status page and start monitoring endpoints in minutes - [Storage](https://docs.digitalocean.com/products/marketplace/categories/storage/index.html.md): Data storage platforms and apps. CloudCasa Backup, recovery, and migration for Kubernetes and cloud-native applications. Can be used stand-alone or to manage and monitor existing Velero installations. CSI for S3 k8s-csi-s3 allows you to use a DigitalOcean … - [Strapi](https://docs.digitalocean.com/products/marketplace/catalog/strapi/index.html.md): Deploy Strapi, the leading open-source headless CMS, on DigitalOcean with this 1-Click application. - [StreamAbyss Kafka](https://docs.digitalocean.com/products/marketplace/catalog/streamabyss-kafka/index.html.md): Real-time data without the headache. Fully managed Kafka. Budget-friendly. - [Supabase](https://docs.digitalocean.com/products/marketplace/catalog/supabase/index.html.md): Supabase is an open source Firebase alternative. - [SVNPlus](https://docs.digitalocean.com/products/marketplace/catalog/svnplus/index.html.md): Easy to deploy, secure by default centralized version control system, with good examples how to set it up and manage in a modern environment - [Swarm Lightnode](https://docs.digitalocean.com/products/marketplace/catalog/swarm-lightnode/index.html.md): Bee is a Swarm client implemented in Go. It’s the basic building block for the Swarm network: a private; decentralized; and self-sustaining network for permissi... - [SWPanel](https://docs.digitalocean.com/products/marketplace/catalog/swpanel/index.html.md): SWPanel is a powerful and intuitive hosting control panel, designed for hosting providers, system administrators, and developers. It simplifies server and websi... - [Tabnine](https://docs.digitalocean.com/products/marketplace/catalog/tabnine/index.html.md): Tabnine is the AI code assistant that you control — helping development teams of every size use AI to accelerate and simplify the software development process w... - [Teleport](https://docs.digitalocean.com/products/marketplace/catalog/teleport/index.html.md): Teleport Access Platform: Community droplet for zero-trust infrastructure access. Boost security and productivity. - [Temporal](https://docs.digitalocean.com/products/marketplace/catalog/temporal/index.html.md): Temporal is an open source implementation of Durable Execution created by the originators of the abstraction. Durable Execution is a development abstraction tha... - [ThePlanMinder PostgreSQL](https://docs.digitalocean.com/products/marketplace/catalog/theplanminder-postgresql/index.html.md): PostgreSQL server for The PlanMinder project planning software available at theplanminder.com. - [ThingsBoard Professional Edition](https://docs.digitalocean.com/products/marketplace/catalog/thingsboard-professional-edition/index.html.md): Advanced ThingsBoard IoT Platform distribution with value added features - [ThorMail](https://docs.digitalocean.com/products/marketplace/catalog/thormail/index.html.md): ThorMail is a high-performance self-hosted notification engine designed to centralize all your outbound communications within your own infrastructure. It provid... - [Traccar](https://docs.digitalocean.com/products/marketplace/catalog/traccar/index.html.md): Traccar open source GPS tracking platform - [Traefik Proxy](https://docs.digitalocean.com/products/marketplace/catalog/traefik-proxy/index.html.md): Traefik is an open-source Application Proxy and the core of the Traefik Hub Runtime Platform. - [TrilioVault for Kubernetes](https://docs.digitalocean.com/products/marketplace/catalog/triliovault-for-kubernetes/index.html.md): Data Protection (Backup/Recovery) and Management Solution for Kubernetes applications (Single and Multiple Namespaces, Helm Charts, Operators, Labels and Object... - [twigs](https://docs.digitalocean.com/products/marketplace/catalog/twigs/index.html.md): ThreatWatch discovery utility for your entire workspace. - [Ubuntu Desktop (GNOME)](https://docs.digitalocean.com/products/marketplace/catalog/ubuntu-desktop-gnome/index.html.md): The open source Ubuntu desktop operating system powers millions of PCs and laptops around the world. - [UH VPN](https://docs.digitalocean.com/products/marketplace/catalog/uh-vpn/index.html.md): Powerful & Secure VPN Platform - [Upstash Redis](https://docs.digitalocean.com/products/marketplace/catalog/upstash-redis/index.html.md): Upstash for Redis® Serverless Database - [Uptime](https://docs.digitalocean.com/products/marketplace/catalog/uptime/index.html.md): Monitoring, status pages and built-in incident management. We call you when your service goes down. - [UTunnel VPN](https://docs.digitalocean.com/products/marketplace/catalog/utunnel-vpn/index.html.md): A robust and user-friendly ZTNA-based Business VPN gateway that seamlessly supports multiple VPN protocols. - [Vagrant](https://docs.digitalocean.com/products/marketplace/catalog/vagrant/index.html.md): Vagrant is an open-source tool for creating and managing consistent, reproducible development environments using infrastructure as code. - [Valkey](https://docs.digitalocean.com/products/marketplace/catalog/valkey/index.html.md): Valkey is an open source, in-memory data store - [Varnish Cache](https://docs.digitalocean.com/products/marketplace/catalog/varnish-cache/index.html.md): Varnish Cache is a powerful open-source reverse proxy used by millions of websites worldwide to speed up content delivery and APIs while protecting backend serv... - [VictoriaLogs Single](https://docs.digitalocean.com/products/marketplace/catalog/victorialogs-single/index.html.md): VictoriaLogs is open source user-friendly database for logs from VictoriaMetrics. - [VictoriaMetrics Cluster](https://docs.digitalocean.com/products/marketplace/catalog/victoriametrics-cluster/index.html.md): VictoriaMetrics Cluster is a fast and scalable open source time series database and monitoring solution. - [VictoriaMetrics Single](https://docs.digitalocean.com/products/marketplace/catalog/victoriametrics-single/index.html.md): VictoriaMetrics is a fast and scalable open source time series database and monitoring solution. - [Vijil Dome](https://docs.digitalocean.com/products/marketplace/catalog/vijil-dome/index.html.md): Vijil Dome allows users to assemble and configure Guardrails, which are designed to scan data exchanged with LLMs, knowledge bases, or other agents. - [Virola Messenger](https://docs.digitalocean.com/products/marketplace/catalog/virola-messenger/index.html.md): Chat and collaboration tool for corporate and personal use. Includes private and group chat rooms, voice and video meetings, task management, screen sharing and... - [VitalPBX](https://docs.digitalocean.com/products/marketplace/catalog/vitalpbx/index.html.md): VitalPBX is a free telephone and communications system for companies. It acts as the upper layer interface for the Linux base and then Asterisk (one of the most... - [vLLM](https://docs.digitalocean.com/products/marketplace/catalog/vllm/index.html.md): vLLM 0.9.2, ROCm 6.4.0. Optimized for LLM inference and serving. - [vLLM (ROCm7)](https://docs.digitalocean.com/products/marketplace/catalog/vllm-rocm7/index.html.md): vLLM 0.9.2, ROCm 7.0.0. Optimized for LLM inference and serving. - [vLLM 0.8.5](https://docs.digitalocean.com/products/marketplace/catalog/vllm-0-8-5/index.html.md): vLLM 0.8.5, ROCm 6.3.1. Optimized for LLM inference and serving. - [Vodia Multi-tenant Cloud PBX](https://docs.digitalocean.com/products/marketplace/catalog/vodia-multi-tenant-cloud-pbx/index.html.md): Effortlessly deploy Vodia PBX within DigitalOcean. Leverage our Microsoft-certified SBC to bridge your SIP devices with Teams, or establish a robust, feature-ri... - [Vodia PBX Prepaid Offer](https://docs.digitalocean.com/products/marketplace/catalog/vodia-pbx-prepaid-offer/index.html.md): Effortlessly deploy Vodia PBX within Digital Ocean.. Leverage our Microsoft-certified SBC to bridge your SIP devices with Teams, or establish a robust, feature-... - [VPN Server](https://docs.digitalocean.com/products/marketplace/catalog/vpn-server/index.html.md): Fast, Secure, and Modern VPN Solution that uses WireGuard® as underlying VPN technology. Works with any WireGuard® VPN Client. The VPN can be configured using a... - [VS Code Server](https://docs.digitalocean.com/products/marketplace/catalog/vs-code-server/index.html.md): Run VS Code on any machine anywhere and access it in the browser - [WarpSpeed VPN](https://docs.digitalocean.com/products/marketplace/catalog/warpspeed-vpn/index.html.md): WireGuard® VPN Server Control Panel - [WGDashboard](https://docs.digitalocean.com/products/marketplace/catalog/wgdashboard/index.html.md): A simple Web-UI for managing WireGuard - [WHMCS](https://docs.digitalocean.com/products/marketplace/catalog/whmcs/index.html.md): WHMCS: Simplify and Scale Your Web Hosting Business WHMCS is an all-in-one solution designed to simplify and automate essential operations for web hosting busin... - [Wiki.js](https://docs.digitalocean.com/products/marketplace/catalog/wiki-js/index.html.md): The most powerful and extensible open source Wiki software. Write beautiful documentation using a modern UI and advanced features. - [WordPress](https://docs.digitalocean.com/products/marketplace/catalog/wordpress/index.html.md): A popular Content Management System built on PHP and MySQL. - [WordPress + MySQL](https://docs.digitalocean.com/products/marketplace/catalog/wordpress-mysql/index.html.md): Harness the power of WordPress and Managed MySQL to get started building your website. - [WordPress-WooCommerce](https://docs.digitalocean.com/products/marketplace/catalog/wordpress-woocommerce/index.html.md): 1-Click install of WordPress & WooCommerce on DigitalOcean - [Workflow Server 3](https://docs.digitalocean.com/products/marketplace/catalog/workflow-server-3/index.html.md): Workflow Server is a powerful software solution for business process management (BPM) which is designed to automate a wide variety of tasks and workflows. It su... - [WP Guardian](https://docs.digitalocean.com/products/marketplace/catalog/wp-guardian/index.html.md): Security tool designed to protect WordPress websites hosted across multiple droplets - [WP Squared](https://docs.digitalocean.com/products/marketplace/catalog/wp-squared/index.html.md): WP Squared is a powerful managed WordPress hosting control panel that streamlines and automates everyday hosting tasks, making it faster, easier, and more secur... - [WP Squared (License)](https://docs.digitalocean.com/products/marketplace/catalog/wp-squared-license/index.html.md): WP Squared is a powerful managed WordPress hosting control panel that streamlines and automates everyday hosting tasks, making it faster, easier, and more secur... - [wpcontroller](https://docs.digitalocean.com/products/marketplace/catalog/wpcontroller/index.html.md): Fast, modern, and secure WordPress® control panel - [Xitoring](https://docs.digitalocean.com/products/marketplace/catalog/xitoring/index.html.md): Xitoring provides Uptime monitoring, Server monitoring, Heartbeat monitoring, SSL monitoring, and Status Page - [xplex](https://docs.digitalocean.com/products/marketplace/catalog/xplex/index.html.md): your personal, self-hosted, open source, multi-streaming server - [xrDebug](https://docs.digitalocean.com/products/marketplace/catalog/xrdebug/index.html.md): Lightweight beautiful debugging tool. Quickly resolve bugs, optimize performance, and save valuable time at every stage of your project. - [Yacht](https://docs.digitalocean.com/products/marketplace/catalog/yacht/index.html.md): A container management UI with a focus on making deployments easy. - [Yeastar P-Series Phone System](https://docs.digitalocean.com/products/marketplace/catalog/yeastar-p-series-phone-system/index.html.md): Get a complete package for calls, video, messaging, and integrations, out of the box. With advanced UCaaS and CaaS capabilities, user-friendly applications, and... - [Z-Stream](https://docs.digitalocean.com/products/marketplace/catalog/z-stream/index.html.md): Fully-featured product development platform designed to help teams manage their projects from start to finish - from planning to launch - [Zabbix server](https://docs.digitalocean.com/products/marketplace/catalog/zabbix-server/index.html.md): An enterprise-class open source distributed monitoring solution designed to monitor and track performance and availability of network servers, devices, services... - [Zabbix Server 6.4](https://docs.digitalocean.com/products/marketplace/catalog/zabbix-server-6-4/index.html.md): An enterprise-class open source distributed monitoring solution designed to monitor and track performance and availability of network servers, devices, services... - [ZesleCP](https://docs.digitalocean.com/products/marketplace/catalog/zeslecp/index.html.md): ZesleCP image provides a One-Click installer to automatically install Apache/Nginx, PHP, MySQL database server, Email servers with auto-configured SPF/MX/DKIM r... - [Zulip](https://docs.digitalocean.com/products/marketplace/catalog/zulip/index.html.md): Zulip is a full-featured team chat application with a conversation model designed to make good use of your time. - [One-Click Applications Deprecated Before October 2018](https://docs.digitalocean.com/products/marketplace/deprecated/index.html.md): As of September 2018, all deprecation notices for One-Click applications will be included in the release notes. Prior to this, the following One-Click applications were deprecated: Apache Cassandra. See instead the Apache Cassandra homepage. Drone. See … ## Managed Databases Run fully managed database clusters running your choice of database engine and avoid manual setup and maintenance. - [Valkey Features](https://docs.digitalocean.com/products/databases/valkey/details/features/index.html.md): A summary of cluster features and Valkey-specific features, like database metrics and eviction policies. - [OpenSearch Features](https://docs.digitalocean.com/products/databases/opensearch/details/features/index.html.md): Features for OpenSearch clusters. - [Kafka Features](https://docs.digitalocean.com/products/databases/kafka/details/features/index.html.md): Features for Kafka clusters. - [Migration Strategies](https://docs.digitalocean.com/products/databases/mysql/concepts/migration-strategies/index.html.md): Tips on how to transition to your new database upon migration. - [MongoDB Features](https://docs.digitalocean.com/products/databases/mongodb/details/features/index.html.md): Features for MongoDB database clusters. - [MySQL Features](https://docs.digitalocean.com/products/databases/mysql/details/features/index.html.md): Features for MySQL database clusters. - [PostgreSQL Features](https://docs.digitalocean.com/products/databases/postgresql/details/features/index.html.md): Features for PostgreSQL database clusters. - [Valkey Pricing](https://docs.digitalocean.com/products/databases/valkey/details/pricing/index.html.md): Pricing for Valkey database cluster plans, both single node and high availability. - [OpenSearch Pricing](https://docs.digitalocean.com/products/databases/opensearch/details/pricing/index.html.md): Pricing for DigitalOcean Managed OpenSearch Clusters. - [Kafka Pricing](https://docs.digitalocean.com/products/databases/kafka/details/pricing/index.html.md): Pricing for DigitalOcean Managed Kafka Clusters. - [Sort Buffer Size on MySQL](https://docs.digitalocean.com/products/databases/mysql/concepts/sort-buffer-size/index.html.md): When and how to adjust Sort Buffer Size. - [MongoDB Pricing](https://docs.digitalocean.com/products/databases/mongodb/details/pricing/index.html.md): Pricing for MongoDB database clusters. - [MySQL Pricing](https://docs.digitalocean.com/products/databases/mysql/details/pricing/index.html.md): Pricing for DigitalOcean Managed MySQL Database Clusters. - [PostgreSQL Pricing](https://docs.digitalocean.com/products/databases/postgresql/details/pricing/index.html.md): Pricing for PostgreSQL database clusters. - [Valkey Availability](https://docs.digitalocean.com/products/databases/valkey/details/availability/index.html.md): Regional datacenter availability for Valkey. - [OpenSearch Availability](https://docs.digitalocean.com/products/databases/opensearch/details/availability/index.html.md): Regional datacenter availability for OpenSearch clusters. - [Kafka Availability](https://docs.digitalocean.com/products/databases/kafka/details/availability/index.html.md): Regional datacenter availability for Kafka clusters. - [MongoDB Availability](https://docs.digitalocean.com/products/databases/mongodb/details/availability/index.html.md): Regional datacenter availability for MongoDB database clusters. - [MySQL Availability](https://docs.digitalocean.com/products/databases/mysql/details/availability/index.html.md): Regional datacenter availability for MySQL database clusters. - [PostgreSQL Availability](https://docs.digitalocean.com/products/databases/postgresql/details/availability/index.html.md): Regional datacenter availability for PostgreSQL database clusters. - [Valkey Limits](https://docs.digitalocean.com/products/databases/valkey/details/limits/index.html.md): Limits and known issues for Valkey. - [OpenSearch Limits](https://docs.digitalocean.com/products/databases/opensearch/details/limits/index.html.md): Limits and known issues for OpenSearch clusters. - [Kafka Limits](https://docs.digitalocean.com/products/databases/kafka/details/limits/index.html.md): Limits and known issues for Kafka clusters. - [MongoDB Limits](https://docs.digitalocean.com/products/databases/mongodb/details/limits/index.html.md): Limits and known issues for MongoDB. - [MySQL Limits](https://docs.digitalocean.com/products/databases/mysql/details/limits/index.html.md): Limits and known issues for MySQL database clusters. - [PostgreSQL Limits](https://docs.digitalocean.com/products/databases/postgresql/details/limits/index.html.md): Limits and known issues for PostgreSQL database clusters. - [How to Connect to Valkey Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/connect/index.html.md): Connect to Valkey database clusters from the command line or other applications. - [Valkey Quickstart](https://docs.digitalocean.com/products/databases/valkey/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [OpenSearch Quickstart](https://docs.digitalocean.com/products/databases/opensearch/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Kafka Quickstart](https://docs.digitalocean.com/products/databases/kafka/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [MongoDB Quickstart](https://docs.digitalocean.com/products/databases/mongodb/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [MySQL Quickstart](https://docs.digitalocean.com/products/databases/mysql/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [PostgreSQL Quickstart](https://docs.digitalocean.com/products/databases/postgresql/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [How to Secure Valkey Managed Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/secure/index.html.md): Add additional security to a Valkey database cluster by restricting incoming connections. - [How to Migrate Valkey Databases](https://docs.digitalocean.com/products/databases/valkey/how-to/migrate/index.html.md): Migrate an existing Valkey database internally or from another provider to DigitalOcean. - [How to Schedule Automatic Software Updates for Valkey Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/schedule-updates/index.html.md): Customize the maintenance window for automatic software updates to your database cluster. - [How to Choose Eviction Policies on Valkey Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/choose-eviction-policies/index.html.md): Choose and set eviction policies for your Valkey database clusters - [How to Tag Valkey Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/tag/index.html.md): Organize Valkey databases clusters with tags to group and filter databases or create monitoring alert policies for multiple databases at once. - [How to Monitor Valkey Database Cluster Performance](https://docs.digitalocean.com/products/databases/valkey/how-to/monitor-clusters/index.html.md): Access and understand performance metrics for nodes in a database cluster. - [How to Add Standby Nodes to Valkey Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/add-standby-nodes/index.html.md): Add standby nodes to new or existing Valkey database clusters for high availability. - [How to Set Up Valkey Cluster Monitoring Alerts](https://docs.digitalocean.com/products/databases/valkey/how-to/set-up-alerts/index.html.md): Configure alert policies based on database cluster performance metrics. - [How to Relocate Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/relocate/index.html.md): Change a cluster's regional datacenter. - [How to Resize Valkey Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/resize/index.html.md): Increase the size of your database cluster to accommodate your data needs. - [How to Destroy Valkey Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/destroy/index.html.md): Destroy a database cluster to permanently and irreversibly destroy the cluster, its contents, and its automated backups. - [MongoDB Support](https://docs.digitalocean.com/products/databases/mongodb/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [MySQL Support](https://docs.digitalocean.com/products/databases/mysql/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [PostgreSQL Support](https://docs.digitalocean.com/products/databases/postgresql/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [How to Create OpenSearch Clusters](https://docs.digitalocean.com/products/databases/opensearch/how-to/create/index.html.md): Create a OpenSearch cluster from the DigitalOcean Control Panel. - [How to Forward Logs to OpenSearch Clusters](https://docs.digitalocean.com/products/databases/opensearch/how-to/forward-logs/index.html.md): Forward logs from managed databases to your Managed OpenSearch cluster. - [How to Create Kafka Clusters](https://docs.digitalocean.com/products/databases/kafka/how-to/create/index.html.md): Create a Kafka cluster from the DigitalOcean Control Panel. - [How to Create MongoDB Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/create/index.html.md): Create a MongoDB database cluster from the DigitalOcean Control Panel. - [How to Create MySQL Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/create/index.html.md): Create a MySQL database cluster from the DigitalOcean Control Panel. - [How to Create PostgreSQL Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/create/index.html.md): Create a PostgreSQL database cluster from the DigitalOcean Control Panel. - [How to Resize MongoDB Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/resize/index.html.md): Access and understand performance metrics for nodes in a database cluster. - [How to Connect to Kafka Clusters](https://docs.digitalocean.com/products/databases/kafka/how-to/connect/index.html.md): Connect to Kafka clusters from the command line or other applications. - [How to Connect to MongoDB Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/connect/index.html.md): Connect to MongoDB database clusters from the command line or other applications. - [How to Connect to MySQL Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/connect/index.html.md): Connect to MySQL database clusters from the command line or other applications. - [How to Connect to PostgreSQL Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/connect/index.html.md): Connect to PostgreSQL database clusters from the command line or other applications. - [How to Resize OpenSearch Clusters](https://docs.digitalocean.com/products/databases/opensearch/how-to/resize/index.html.md): Increase the size of your database cluster to accommodate your data needs. - [How to Create Kafka Topics](https://docs.digitalocean.com/products/databases/kafka/how-to/create-topics/index.html.md): Create a Kafka Topic from the DigitalOcean Control Panel. - [How to Resize Kafka Clusters](https://docs.digitalocean.com/products/databases/kafka/how-to/resize/index.html.md): Increase the size of your database cluster to accommodate your data needs. - [How to Resize MySQL Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/resize/index.html.md): Increase the size of your database cluster to accommodate your data needs. - [How to Resize PostgreSQL Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/resize/index.html.md): Increase the size of your database cluster to accommodate your data needs. - [How to Import MySQL Databases into DigitalOcean Managed Databases](https://docs.digitalocean.com/products/databases/mysql/how-to/import-databases/index.html.md): Import an existing MySQL database into DigitalOcean Managed Databases. - [How to Import PostgreSQL Databases into DigitalOcean Managed Databases with pg_dump](https://docs.digitalocean.com/products/databases/postgresql/how-to/import-databases/index.html.md): Import an existing PostgreSQL database into a DigitalOcean Managed Databases cluster. - [How to Secure OpenSearch Managed Database Clusters](https://docs.digitalocean.com/products/databases/opensearch/how-to/secure/index.html.md): Add additional security to an OpenSearch managed database cluster by restricting incoming connections and using encrypted connections. - [How to Secure Kafka Managed Clusters](https://docs.digitalocean.com/products/databases/kafka/how-to/secure/index.html.md): Add additional security to a Kafka managed database cluster by restricting incoming connections and using encrypted connections. - [How to Import MongoDB Data](https://docs.digitalocean.com/products/databases/mongodb/how-to/import-collections/index.html.md): Import or export data with the MongoDB command line tool. - [How to Secure MongoDB Managed Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/secure/index.html.md): Add additional security to a MongoDB managed database cluster by restricting incoming connections. - [How to Secure MySQL Managed Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/secure/index.html.md): Add additional security to a MySQL managed database cluster by restricting incoming connections and using encrypted connections. - [How to Secure PostgreSQL Managed Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/secure/index.html.md): Add additional security to a PostgreSQL managed database cluster by restricting incoming connections and increasing the SSL mode verification level. - [How to Migrate Elasticsearch Databases to DigitalOcean OpenSearch](https://docs.digitalocean.com/products/databases/opensearch/how-to/migrate/index.html.md): Reindex data from a remote Elasticsearch cluster to migrate it to an OpenSearch cluster. - [How to Migrate PostgreSQL Databases to DigitalOcean using Continuous Migration](https://docs.digitalocean.com/products/databases/postgresql/how-to/migrate/index.html.md): Use continuous migration to move an existing non-DigitalOcean PostgreSQL database to DigitalOcean Managed Databases. - [How to Migrate MySQL Databases](https://docs.digitalocean.com/products/databases/mysql/how-to/migrate/index.html.md): Migrate an existing MySQL database internally or from another provider to DigitalOcean. - [How to Schedule Automatic Software Updates for OpenSearch Clusters](https://docs.digitalocean.com/products/databases/opensearch/how-to/schedule-updates/index.html.md): Customize the maintenance window for automatic software updates to your database cluster. - [How to Schedule Automatic Software Updates for Kafka Clusters](https://docs.digitalocean.com/products/databases/kafka/how-to/schedule-updates/index.html.md): Customize the maintenance window for automatic software updates to your database cluster. - [How to Schedule Automatic Software Updates for MySQL Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/schedule-updates/index.html.md): Customize the maintenance window for automatic software updates to your database cluster. - [How to Schedule Automatic Software Updates for PostgreSQL Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/schedule-updates/index.html.md): Customize the maintenance window for automatic software updates to your database cluster. - [How to Manage OpenSearch Users](https://docs.digitalocean.com/products/databases/opensearch/how-to/manage-users/index.html.md): Create and delete a database cluster's users from the DigitalOcean Control Panel and API. - [How to Manage Kafka Users in a Database Cluster](https://docs.digitalocean.com/products/databases/kafka/how-to/manage-users-and-privileges/index.html.md): Create and delete a database cluster's databases and database users from the DigitalOcean Control Panel. - [How to Schedule Automatic Software Updates for MongoDB Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/schedule-updates/index.html.md): Customize the maintenance window for automatic software updates to your database cluster. - [How to Manage MySQL Users and Databases in a Database Cluster](https://docs.digitalocean.com/products/databases/mysql/how-to/manage-users-and-databases/index.html.md): Create and delete a database cluster's databases and database users from the DigitalOcean Control Panel. - [How to Manage PostgreSQL Users and Databases in a Database Cluster](https://docs.digitalocean.com/products/databases/postgresql/how-to/manage-users-and-databases/index.html.md): Create and delete a database cluster's databases and database users from the DigitalOcean Control Panel. - [How to Tag MongoDB Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/tag/index.html.md): Organize MongoDB databases clusters with tags to group and filter databases or create monitoring alert policies for multiple databases at once. - [How to Modify User Privileges in MySQL Databases](https://docs.digitalocean.com/products/databases/mysql/how-to/modify-user-privileges/index.html.md): Set and revoke user privileges in MySQL and understand the privilege restrictions on MySQL database clusters. - [How to Modify User Privileges in PostgreSQL Databases](https://docs.digitalocean.com/products/databases/postgresql/how-to/modify-user-privileges/index.html.md): Modify user privileges in PostgreSQL managed database clusters, like creating a read-only user. - [How to Monitor Valkey Database Performance](https://docs.digitalocean.com/products/databases/valkey/how-to/monitor-databases/index.html.md): Access and interpret Valkey database performance metrics. - [How to Monitor Kafka Database Performance](https://docs.digitalocean.com/products/databases/kafka/how-to/monitor-databases/index.html.md): Access and interpret Kafka database performance metrics. - [How to Manage MongoDB Users and Databases in a Database Cluster](https://docs.digitalocean.com/products/databases/mongodb/how-to/manage-users-and-databases/index.html.md): Create and delete a database cluster's database users from the DigitalOcean Control Panel. - [How to Monitor MySQL Database Performance](https://docs.digitalocean.com/products/databases/mysql/how-to/monitor-databases/index.html.md): Access and interpret MySQL database performance metrics. - [How to Monitor PostgreSQL Database Performance](https://docs.digitalocean.com/products/databases/postgresql/how-to/monitor-databases/index.html.md): Access and interpret PostgreSQL database performance metrics. - [How to Upgrade MongoDB Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/upgrade/index.html.md): Upgrade your database to the latest version. - [How to Add Standby Nodes to MySQL Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/add-standby-nodes/index.html.md): Add standby nodes to new or existing MySQL database clusters for high availability. - [How to Add Standby Nodes to PostgreSQL Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/add-standby-nodes/index.html.md): Add standby nodes to new or existing PostgreSQL database clusters for high availability. - [How to Add Standby Nodes to MongoDB Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/add-standby-nodes/index.html.md): Add standby nodes to new or existing MongoDB database clusters for high availability. - [How to Add Read-Only Nodes to MySQL Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/add-read-only-nodes/index.html.md): Add read-only nodes to reduce latency for users in specific regions. - [How to Add Read-Only Nodes to PostgreSQL Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/add-read-only-nodes/index.html.md): Add read-only nodes to reduce latency for users in specific regions. - [How to Monitor OpenSearch Database Cluster Performance](https://docs.digitalocean.com/products/databases/opensearch/how-to/monitor-clusters/index.html.md): Access and understand performance metrics for nodes in a database cluster. - [How to Monitor Kafka Database Cluster Performance](https://docs.digitalocean.com/products/databases/kafka/how-to/monitor-clusters/index.html.md): Access and understand performance metrics for nodes in a database cluster. - [How to Monitor MySQL Database Cluster Performance](https://docs.digitalocean.com/products/databases/mysql/how-to/monitor-clusters/index.html.md): Access and understand performance metrics for nodes in a database cluster. - [How to Monitor PostgreSQL Database Cluster Performance](https://docs.digitalocean.com/products/databases/postgresql/how-to/monitor-clusters/index.html.md): Access and understand performance metrics for nodes in a database cluster. - [How to Manage Connection Pools for PostgreSQL Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/manage-connection-pools/index.html.md): Use connection pools to improve PostgreSQL database performance. - [How to Set Up OpenSearch Cluster Monitoring Alerts](https://docs.digitalocean.com/products/databases/opensearch/how-to/set-up-alerts/index.html.md): Configure alert policies based on database cluster performance metrics. - [How to Set Up Kafka Cluster Monitoring Alerts](https://docs.digitalocean.com/products/databases/kafka/how-to/set-up-alerts/index.html.md): Configure alert policies based on database cluster performance metrics. - [How to Monitor MongoDB Database Cluster Performance](https://docs.digitalocean.com/products/databases/mongodb/how-to/monitor-clusters/index.html.md): Access and understand performance metrics for nodes in a database cluster. - [How to Set Up MySQL Cluster Monitoring Alerts](https://docs.digitalocean.com/products/databases/mysql/how-to/set-up-alerts/index.html.md): Configure alert policies based on database cluster performance metrics. - [How to Set Up Cluster Monitoring Alerts](https://docs.digitalocean.com/products/databases/postgresql/how-to/set-up-alerts/index.html.md): Configure alert policies based on database cluster performance metrics. - [How to Relocate Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/relocate/index.html.md): Change a cluster's regional datacenter. - [How to Relocate Database Clusters](https://docs.digitalocean.com/products/databases/opensearch/how-to/relocate/index.html.md): Change a cluster's regional datacenter. - [How to Relocate Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/relocate/index.html.md): Change a cluster's regional datacenter. - [How to Forward Logs from a Valkey Cluster](https://docs.digitalocean.com/products/databases/valkey/how-to/forward-logs/index.html.md): Forward database logs to OpenSearch, Elasticsearch, or Rsyslog. - [How to Fork an OpenSearch Database Cluster](https://docs.digitalocean.com/products/databases/opensearch/how-to/fork-clusters/index.html.md): Fork a database cluster to create a new cluster from an existing cluster based on a specific point in time. - [How to Forward Logs from a Kafka Cluster](https://docs.digitalocean.com/products/databases/kafka/how-to/forward-logs/index.html.md): Forward database logs to OpenSearch, Elasticsearch, or Rsyslog. - [How to Forward Logs from a MongoDB Cluster](https://docs.digitalocean.com/products/databases/mongodb/how-to/forward-logs/index.html.md): Forward database logs to OpenSearch or Elasticsearch. - [How to Forward Logs from a MySQL Cluster](https://docs.digitalocean.com/products/databases/mysql/how-to/forward-logs/index.html.md): Forward database logs to OpenSearch, Elasticsearch, or Rsyslog. - [How to Forward Logs from a PostgreSQL Cluster](https://docs.digitalocean.com/products/databases/postgresql/how-to/forward-logs/index.html.md): Forward database logs to OpenSearch, Elasticsearch, or Rsyslog. - [How to Fork a MySQL Database Cluster](https://docs.digitalocean.com/products/databases/mysql/how-to/fork-clusters/index.html.md): Fork a database cluster to create a new cluster from an existing cluster based on a specific point in time. - [How to Fork a PostgreSQL Database Cluster](https://docs.digitalocean.com/products/databases/postgresql/how-to/fork-clusters/index.html.md): Fork a database cluster to create a new cluster from an existing cluster based on a specific point in time. - [How to Manually Restore OpenSearch Database Clusters from Backups](https://docs.digitalocean.com/products/databases/opensearch/how-to/restore-from-backups/index.html.md): Recover from accidental data loss by manually restoring a OpenSearch database cluster from backups. - [How to Set Up Cluster Monitoring Alerts](https://docs.digitalocean.com/products/databases/mongodb/how-to/set-up-alerts/index.html.md): Configure alert policies based on database cluster performance metrics. - [How to Manually Restore MySQL Database Clusters from Backups](https://docs.digitalocean.com/products/databases/mysql/how-to/restore-from-backups/index.html.md): Recover from accidental data loss by manually restoring a MySQL database cluster from backups. - [How to Manually Restore PostgreSQL Database Clusters from Backups](https://docs.digitalocean.com/products/databases/postgresql/how-to/restore-from-backups/index.html.md): Recover from accidental data loss by manually restoring a PostgreSQL database cluster from backups. - [How to Enable Schema Registry on Kafka Clusters](https://docs.digitalocean.com/products/databases/kafka/how-to/enable-schema-registry/index.html.md): Enable schema registry to protect your cluster when sending or receiving incorrect, modified, or corrupt data. - [How to Destroy OpenSearch Clusters](https://docs.digitalocean.com/products/databases/opensearch/how-to/destroy/index.html.md): Destroy a database cluster to permanently and irreversibly destroy the cluster, its contents, and its automated backups. - [How to Destroy Kafka Clusters](https://docs.digitalocean.com/products/databases/kafka/how-to/destroy/index.html.md): Destroy a database cluster to permanently and irreversibly destroy the cluster, its contents, and its automated backups. - [How to Destroy MySQL Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/destroy/index.html.md): Destroy a database cluster to permanently and irreversibly destroy the cluster, its contents, and its automated backups. - [How to Destroy PostgreSQL Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/destroy/index.html.md): Destroy a database cluster to permanently and irreversibly destroy the cluster, its contents, and its automated backups. - [How to Fork a MongoDB Database Cluster](https://docs.digitalocean.com/products/databases/mongodb/how-to/fork-clusters/index.html.md): Fork a database cluster to create a new cluster from an existing cluster based on a specific point in time. - [How to Tag Postgresql Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/tag/index.html.md): Organize PostgreSQL databases clusters with tags to group and filter databases or create monitoring alert policies for multiple databases at once. - [How to Set Global SQL Mode on MySQL Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/set-sql-mode/index.html.md): Set a MySQL database cluster's global SQL mode to change its SQL syntax and data validation checks for better integration in different environments or with other database servers. - [How to Tag Kafka Clusters](https://docs.digitalocean.com/products/databases/kafka/how-to/tag/index.html.md): Organize Kafka databases clusters with tags to group and filter databases or create monitoring alert policies for multiple databases at once. - [How to Tag OpenSearch Clusters](https://docs.digitalocean.com/products/databases/opensearch/how-to/tag/index.html.md): Organize OpenSearch databases clusters with tags to group and filter databases or create monitoring alert policies for multiple databases at once. - [How to Upgrade PostgreSQL to a New Version](https://docs.digitalocean.com/products/databases/postgresql/how-to/upgrade-version/index.html.md): Upgrade your PostgreSQL cluster to the latest supported version of PostgreSQL from the control panel. - [How to Tag MySQL Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/tag/index.html.md): Organize MySQL databases clusters with tags to group and filter databases or create monitoring alert policies for multiple databases at once. - [How to Reconfigure Valkey Database Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/reconfigure/index.html.md): Edit your database engine's configuration and parameters via the CLI or API. - [How to Reconfigure OpenSearch Database Clusters](https://docs.digitalocean.com/products/databases/opensearch/how-to/reconfigure/index.html.md): Edit your database engine's configuration and parameters via the API. - [How to Reconfigure Kafka Database Clusters](https://docs.digitalocean.com/products/databases/kafka/how-to/reconfigure/index.html.md): Edit your database engine's configuration and parameters via the API. - [How to Reconfigure MongoDB Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/reconfigure/index.html.md): Edit your database engine's configuration and parameters via the API. - [How to Reconfigure MySQL Database Clusters](https://docs.digitalocean.com/products/databases/mysql/how-to/reconfigure/index.html.md): Edit your database engine's configuration and parameters via the CLI or API. - [How to Reconfigure PostgreSQL Database Clusters](https://docs.digitalocean.com/products/databases/postgresql/how-to/reconfigure/index.html.md): Edit your database engine's configuration and parameters via the CLI or API. - [How to Manually Restore MongoDB Database Clusters from Backups](https://docs.digitalocean.com/products/databases/mongodb/how-to/restore-from-backups/index.html.md): Recover from accidental data loss by manually restoring a MongoDB database cluster from backups. - [How to Create Primary Keys for MySQL Database Tables](https://docs.digitalocean.com/products/databases/mysql/how-to/create-primary-keys/index.html.md): Create primary keys to increase search accuracy, performance, and ensure reliable data replication. - [How to Destroy MongoDB Database Clusters](https://docs.digitalocean.com/products/databases/mongodb/how-to/destroy/index.html.md): Destroy a database cluster to permanently and irreversibly destroy the cluster, its contents, and its automated backups. - [Supported OpenSearch Plugins](https://docs.digitalocean.com/products/databases/opensearch/details/supported-plugins/index.html.md): A list of the OpenSearch plugins supported by DigitalOcean OpenSearch Managed Databases. - [Types of Cluster Notifications](https://docs.digitalocean.com/products/databases/kafka/details/notifications/index.html.md): Common alerts you might receive about your database cluster's performance. - [Types of Cluster Notifications](https://docs.digitalocean.com/products/databases/opensearch/details/notifications/index.html.md): Common alerts you might receive about your database cluster's performance. - [Types of Cluster Notifications](https://docs.digitalocean.com/products/databases/mongodb/details/notifications/index.html.md): Common alerts you might receive about your database cluster's performance. - [Types of Cluster Notifications](https://docs.digitalocean.com/products/databases/mysql/details/notifications/index.html.md): Common alerts you might receive about your database cluster's performance. - [Supported PostgreSQL Extensions](https://docs.digitalocean.com/products/databases/postgresql/details/supported-extensions/index.html.md): A list of the PostgreSQL extensions supported by DigitalOcean PostgreSQL managed databases and how to manage them. - [Best Practices](https://docs.digitalocean.com/products/databases/opensearch/concepts/best-practices/index.html.md): Recommended practices to implement when setting up and running your OpenSearch clusters. - [Best Practices](https://docs.digitalocean.com/products/databases/kafka/concepts/best-practices/index.html.md): Recommended practices to implement when setting up and running your Kafka clusters. - [Best Practices](https://docs.digitalocean.com/products/databases/mongodb/concepts/best-practices/index.html.md): Recommended practices to implement when setting up and running your MongoDB clusters. - [Best Practices](https://docs.digitalocean.com/products/databases/mysql/concepts/best-practices/index.html.md): Recommended practices to implement when setting up and running your MySQL clusters. - [Best Practices](https://docs.digitalocean.com/products/databases/postgresql/concepts/best-practices/index.html.md): Recommended practices to implement when setting up and running your PostgreSQL clusters. - [Best Practices](https://docs.digitalocean.com/products/databases/valkey/concepts/best-practices/index.html.md): Recommended practices to implement when setting up and running your MySQL clusters. - [Types of Cluster Notifications](https://docs.digitalocean.com/products/databases/postgresql/details/notifications/index.html.md): Common alerts you might receive about your database cluster's performance. - [Optimize Shared Buffers](https://docs.digitalocean.com/products/databases/postgresql/concepts/shared-buffers/index.html.md): Check and set the `shared_buffers` parameter based on available memory to improve cache hit ratio and reduce disk access. - [Shared Responsibility Model](https://docs.digitalocean.com/products/databases/opensearch/concepts/responsibility-model/index.html.md): Description of DigitalOcean's responsibilities as a managed database provider. - [Shared Responsibility Model](https://docs.digitalocean.com/products/databases/kafka/concepts/responsibility-model/index.html.md): Description of DigitalOcean's responsibilities as a managed database provider. - [Shared Responsibility Model](https://docs.digitalocean.com/products/databases/mongodb/concepts/responsibility-model/index.html.md): Description of DigitalOcean's responsibilities as a managed database provider. - [Shared Responsibility Model](https://docs.digitalocean.com/products/databases/mysql/concepts/responsibility-model/index.html.md): Description of DigitalOcean's responsibilities as a managed database provider. - [Shared Responsibility Model](https://docs.digitalocean.com/products/databases/postgresql/concepts/responsibility-model/index.html.md): Description of DigitalOcean's responsibilities as a managed database provider. - [Shared Responsibility Model](https://docs.digitalocean.com/products/databases/valkey/concepts/responsibility-model/index.html.md): Description of DigitalOcean's responsibilities as a managed database provider. - [Migration Strategies](https://docs.digitalocean.com/products/databases/postgresql/concepts/migration-strategies/index.html.md): Tips on how to transition to your new database upon migration. - [Migration Strategies](https://docs.digitalocean.com/products/databases/valkey/concepts/migration-strategies/index.html.md): Tips on how to transition to your new database upon migration. - [How to Create Valkey Clusters](https://docs.digitalocean.com/products/databases/valkey/how-to/create/index.html.md): Create a Valkey database cluster from the DigitalOcean Control Panel. - [Types of Cluster Notifications](https://docs.digitalocean.com/products/databases/valkey/details/notifications/index.html.md): Common alerts you might receive about your database cluster's performance. - [Memory Usage for Valkey Database Clusters](https://docs.digitalocean.com/products/databases/valkey/details/memory-usage/index.html.md): Valkey database clusters reserve some memory for overhead to handle cluster operations, like backups and replication. Optimize Valkey memory usage with cluster-level settings, like eviction policies, and application-level settings, like minimizing writes. ## DigitalOcean Kubernetes DigitalOcean Kubernetes (DOKS) is a managed Kubernetes service that lets you deploy Kubernetes clusters without the complexities of handling the control plane and containerized infrastructure. Clusters are compatible with standard Kubernetes toolchains and integrate natively with DigitalOcean Load Balancers and volumes. - [Kubernetes Features](https://docs.digitalocean.com/products/kubernetes/details/features/index.html.md): DigitalOcean Kubernetes is a managed Kubernetes service lets you deploy scalable and secure Kubernetes clusters without the complexities of administrating the control plane. We manage the Kubernetes control plane and the underlying containerized … - [Kubernetes Pricing](https://docs.digitalocean.com/products/kubernetes/details/pricing/index.html.md): The cost of a DigitalOcean Kubernetes cluster is based on the cluster's node pool configuration and usage. - [Kubernetes Availability](https://docs.digitalocean.com/products/kubernetes/details/availability/index.html.md): Regional datacenter availability for Kubernetes. - [Kubernetes Limits](https://docs.digitalocean.com/products/kubernetes/details/limits/index.html.md): Limits and known issues for DigitalOcean Kubernetes. - [How to Create Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/create-clusters/index.html.md): Create a DigitalOcean Kubernetes cluster with CPU and GPU nodes to start running containerized applications in the cloud. - [Kubernetes Quickstart](https://docs.digitalocean.com/products/kubernetes/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [How to Connect to a DigitalOcean Kubernetes Cluster](https://docs.digitalocean.com/products/kubernetes/how-to/connect-to-cluster/index.html.md): Connect to a Kubernetes cluster with kubectl, the official Kubernetes command-line tool. - [How to Add Node Pools to a Cluster](https://docs.digitalocean.com/products/kubernetes/how-to/add-node-pools/index.html.md): Create additional node pools for an existing cluster - [How to Enable Cluster Autoscaler for a DigitalOcean Kubernetes Cluster](https://docs.digitalocean.com/products/kubernetes/how-to/autoscale/index.html.md): Enable autoscaling to automatically adjust the number of nodes in a cluster based on the cluster's capacity to schedule pods. Combine with a Horizontal Pod Autoscaler (HPA) to make clusters highly responsive to resource demands. - [How to Configure Networking for Multi-Node GPU Worker Nodes](https://docs.digitalocean.com/products/kubernetes/how-to/configure-multinode-gpus/index.html.md): Configure multi-node GPU worker nodes. - [How to Manage Kubernetes 1-Click Applications](https://docs.digitalocean.com/products/kubernetes/how-to/manage-1click-apps/index.html.md): Install 1-Click Applications on DigitalOcean Kubernetes clusters. - [How to Destroy DigitalOcean Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/destroy-clusters/index.html.md): Destroy a DigitalOcean Kubernetes cluster to permanently and irreversibly remove it from an account. - [How to Enable High Availability](https://docs.digitalocean.com/products/kubernetes/how-to/enable-high-availability/index.html.md): Enable high availability to increase the reliability of your control plane. - [How to Integrate with a DigitalOcean Container Registry](https://docs.digitalocean.com/products/kubernetes/how-to/integrate-with-docr/index.html.md): Integrate a container registry with your Kubernetes cluster. - [How to Add Volumes to Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/add-volumes/index.html.md): Create a PersistentVolumeClaim (PVC) to use DigitalOcean Volumes Block Storage for persistent data in Kubernetes clusters. - [How to Delete Volumes from Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/delete-volumes/index.html.md): Delete a volume from a Kubernetes cluster using kubectl to permanently and irreversibly remove it from the cluster and DigitalOcean account. - [How to Restore Volumes from Snapshots in Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/restore-volumes/index.html.md): Import a volume into DigitalOcean from an existing snapshot of data. - [How to Use NFS Storage with Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/use-nfs-storage/index.html.md): Use NFS shared storage with DigitalOcean Kubernetes clusters. - [How to Import a DigitalOcean Snapshot into a Kubernetes Cluster](https://docs.digitalocean.com/products/kubernetes/how-to/import-snapshot/index.html.md): Import an existing DigitalOcean snapshot into a cluster. - [How to Create Volume Snapshots in Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/create-snapshots/index.html.md): Create volume snapshots to save the contents of the volume's disk, then use the snapshot to restore or create new volumes with the same contents. - [How to Add Load Balancers to Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/add-load-balancers/index.html.md): Declare a DigitalOcean Load Balancer in the cluster manifest to distribute traffic across all worker nodes in the cluster. - [How to Configure Advanced Load Balancer Settings in Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/configure-load-balancers/index.html.md): Configure advanced load balancer settings for sticky sessions, health checks, and always-on SSL. - [Kubernetes Support](https://docs.digitalocean.com/products/kubernetes/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [How to Migrate Load Balancers](https://docs.digitalocean.com/products/kubernetes/how-to/migrate-load-balancers/index.html.md): Pass load balancer ownership from one service to another. - [How to Delete Load Balancers from Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/delete-load-balancers/index.html.md): Delete a load balancer from a Kubernetes cluster using kubectl to permanently and irreversibly remove it from the cluster and DigitalOcean account. - [How to Use Gateway API to Route Traffic in Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/use-gateway-api/index.html.md): Use Gateway API resources to route external HTTP and HTTPS traffic to services running in your DOKS cluster. - [How to Use the Routing Agent in Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/use-routing-agent/index.html.md): Manage IP routes on Kubernetes worker nodes using the routing agent - [How to Use Spaces With Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/use-spaces/index.html.md): Use Spaces object storage with Kubernetes clusters. - [How to Customize CoreDNS for Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/customize-coredns/index.html.md): Customize CoreDNS settings to change system configuration and provide specific options for domains. - [How to Enable Push-to-Deploy on DigitalOcean Kubernetes Using GitHub Actions](https://docs.digitalocean.com/products/kubernetes/how-to/deploy-using-github-actions/index.html.md): Use GitHub Actions to trigger a workflow to deploy a new image to your Kubernetes cluster. - [How to View Basic Performance Metrics for Nodes in DigitalOcean Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/monitor-basic/index.html.md): Monitor metrics like CPU usage, load averages, and bandwidth to support capacity planning and provide insight into cluster health. View visualizations on resource utilization for individual nodes, node pools, or clusters. - [How to Use Cilium Hubble for Network Visibility and Security of Kubernetes Clusters](https://docs.digitalocean.com/products/kubernetes/how-to/use-cilium-hubble/index.html.md): How to access Cilium Hubble and Hubble UI - [How to Monitor Advanced Metrics for Kubernetes Pod Deployment Progress and Availability](https://docs.digitalocean.com/products/kubernetes/how-to/monitor-advanced/index.html.md): Install the sidecar agent for detailed metric visualizations on Kubernetes objects, like deployment progress for pods, DaemonSets, and StatefulSets. - [How to Forward Logs to Managed OpenSearch Database](https://docs.digitalocean.com/products/kubernetes/how-to/forward-logs/index.html.md): Enable log forwarding to Managed OpenSearch in DigitalOcean Kubernetes. - [DOKS Operational Readiness, Part 1: Install the NGINX Ingress Controller](https://docs.digitalocean.com/products/kubernetes/getting-started/operational-readiness/install-nginx-ingress-controller/index.html.md): Install the NGINX ingress controller and configure HTTP rules for the two deployed backend services. - [How to Upgrade DOKS Clusters to Newer Versions](https://docs.digitalocean.com/products/kubernetes/how-to/upgrade-cluster/index.html.md): Upgrade clusters to newer patch versions or newer minor versions using the control panel or command-line interface. - [How to Add a Control Plane Firewall](https://docs.digitalocean.com/products/kubernetes/how-to/add-control-plane-firewall/index.html.md): Add a firewall to the cluster's control plane for improved security and traffic. - [DOKS Operational Readiness, Part 2: Enable HTTPS](https://docs.digitalocean.com/products/kubernetes/getting-started/operational-readiness/enable-https/index.html.md): Configure production-ready TLS certificates with Cert-Manager using the HTTP-01 challenge. - [DOKS Operational Readiness, Part 3: Configure Wildcard Certificates](https://docs.digitalocean.com/products/kubernetes/getting-started/operational-readiness/configure-wildcard-certificates/index.html.md): Configure production-ready TLS certificates with Cert-Manager using the DNS-01 challenge to support wildcard certificates. - [Choosing the Right Kubernetes Plan](https://docs.digitalocean.com/products/kubernetes/concepts/choosing-a-plan/index.html.md): In-depth comparisons of available Kubernetes plans, including hardware and how to make a data-driven decision on which plan is best for your use case. - [Kubernetes Best Practices](https://docs.digitalocean.com/products/kubernetes/concepts/best-practices/index.html.md): Recommended practices to implement when setting up and running your Kubernetes clusters. - [The Managed Elements of DigitalOcean Kubernetes](https://docs.digitalocean.com/products/kubernetes/details/managed/index.html.md): DigitalOcean Kubernetes provides administrator access to the cluster and full access to the Kubernetes API with no restrictions on which API objects you can create. We manage key services and settings on your behalf that you cannot or should not modify. - [GPU Worker Nodes](https://docs.digitalocean.com/products/kubernetes/details/supported-gpus/index.html.md): GPU worker nodes are built on GPU Droplets, which are powered by AMD and NVIDIA GPUs. - [DigitalOcean Kubernetes Security Information](https://docs.digitalocean.com/products/kubernetes/details/security/index.html.md): Information DigitalOcean Kubernetes security, like access control, security tooling, and authentication. - [1.32.10-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.10-do.4/index.html.md): Updates to system components: Changes to worker images: Configured LimitMEMLOCK=infinity for containers - [1.33.6-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.6.do-4/index.html.md): Updates to system components: Updated etcd version to 3.5.26 to avoid issues when upgrading to Kubernetes version 1.34 for certain clusters Changes to worker images: Configured LimitMEMLOCK=infinity for containers - [1.34.1-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.34.1.do-4/index.html.md): Updates to system components: Changes to worker images: Updated to Linux kernel 6.12.73-1 Configured LimitMEMLOCK=infinity for containers - [1.32.10-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.10-do.3/index.html.md): Updates to system components: Changes to worker images: Allow enablement of internal telemetry service. - [1.33.6-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.6.do-3/index.html.md): Updates to system components: Changes to worker images: Allow enablement of internal telemetry service. - [1.34.1-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.34.1.do-3/index.html.md): Updates to system components: Changes to worker images: Allow enablement of internal telemetry service. - [1.32.10-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.10-do.2/index.html.md): Updates to system components: Changes to worker images: Prepare observability support with introduction of internal telemetry service. - [1.33.6-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.6.do-2/index.html.md): Updates to system components: Changes to worker images: Prepare observability support with introduction of internal telemetry service. - [1.34.1-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.34.1.do-2/index.html.md): Updates to system components: Changes to worker images: Prepare observability support with introduction of internal telemetry service. - [1.32.10-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.10-do.1/index.html.md): Updates to system components: Changes to AMD GPU worker images: Downgraded doca-roce to version 2.9.3 (LTS) for consistency between DOKS versions (see 1.34.1-do.1 changelog) - [1.33.6-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.6.do-1/index.html.md): Updates to system components: Changes to AMD GPU worker images: Downgraded doca-roce to version 2.9.3 (LTS) for consistency between DOKS versions (see 1.34.1-do.1 changelog) - [1.34.1-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.34.1.do-1/index.html.md): Updates to system components: Changes to AMD GPU worker images: Added Pollara drivers 1.117.5-a-38 for Mi350x multi-node support Downgraded doca-roce to version 2.9.3 (LTS) for compatibility with Pollara drivers - [1.32.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.10.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.32.10. - [1.33.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.6.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.33.6. Fix to address Cilium issue #34503 - [1.34.1-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.34.1.do-0/index.html.md): First 1.34.x release Updates to system components: Updated to Kubernetes v1.34.1 Updated to Cilium 1.18 Gateway API: Changed the externalTrafficPolicy for the underlying Kubernetes LoadBalancer service from Local to Cluster. See the Cilium documentation … - [1.31.9-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.9.do-5/index.html.md): Updates to system components: Updates to NVIDIA CUDA drivers, NVIDIA CUDA toolkit and added packages for multi-node support and metrics collection for NVIDIA GPU worker nodes: Updated cuda-drivers to 575.57.08-1 Updated cuda-toolkit to 13.0.1-1 Added … - [1.32.5-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.5.do-5/index.html.md): Updates to system components: Updates to NVIDIA CUDA drivers, NVIDIA CUDA toolkit and added packages for multi-node support and metrics collection for NVIDIA GPU worker nodes: Updated cuda-drivers to 575.57.08-1 Updated cuda-toolkit to 13.0.1-1 Added … - [1.33.1-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.1.do-5/index.html.md): Updates to system components: Updates to NVIDIA CUDA drivers, NVIDIA CUDA toolkit and added packages for multi-node support and metrics collection for NVIDIA GPU worker nodes: Updated cuda-drivers to 575.57.08-1 Updated cuda-toolkit to 13.0.1-1 Added … - [1.31.9-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.9.do-4/index.html.md): Updates to system components: Integrate NVIDIA GPU device plugin v0.17.3. Internal updates to the AMD GPU base image to improve resiliency of node bootstrapping. - [1.32.5-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.5.do-4/index.html.md): Updates to system components: Integrate NVIDIA GPU device plugin v0.17.3. Internal updates to the AMD GPU base image to improve resiliency of node bootstrapping. - [1.33.1-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.1.do-4/index.html.md): Updates to system components: Integrate NVIDIA GPU device plugin v0.17.3 . Internal updates to the AMD GPU base image to improve resiliency of node bootstrapping. - [1.31.9-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.9.do-3/index.html.md): Updates to system components: Updated ROCm to version 6.4.2 - [1.32.5-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.5.do-3/index.html.md): Updates to system components: Updated ROCm to version 6.4.2 - [1.33.1-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.1.do-3/index.html.md): Updates to system components: Updated ROCm to version 6.4.2 - [1.31.9-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.9.do-2/index.html.md): Updates to system components: Updated nvidia-container-toolkit to 1.17.8-1 - [1.32.5-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.5.do-2/index.html.md): Updates to system components: Updated nvidia-container-toolkit to 1.17.8-1 - [1.33.1-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.1.do-2/index.html.md): Updates to system components: Updated nvidia-container-toolkit to 1.17.8-1 - [1.31.9-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.9.do-1/index.html.md): Optimized Kubernetes worker images to reduce size and improve provisioning speed. Updated resource constraints in preparation for new node sizes. - [1.32.5-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.5.do-1/index.html.md): Optimized Kubernetes worker images to reduce size and improve provisioning speed. Updated resource constraints in preparation for new node sizes. - [1.33.1-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.1.do-1/index.html.md): Optimized Kubernetes worker images to reduce size and improve provisioning speed. Updated resource constraints in preparation for new node sizes. - [1.30.13-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.13.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.30.13. - [1.31.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.9.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.31.9. - [1.32.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.5.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.32.5. - [1.33.1-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.33.1.do-0/index.html.md): First 1.33.x release Updates to system components: Updated to Kubernetes v1.33.1 Updated to Cilium 1.17 Updated to DO CSI v4.14 Updated to DO CCM v0.1.61 Load balancer services now default to network load balancers (NLB) instead of regional load balancers. … - [1.30.10-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.10.do-3/index.html.md): Fix race condition to prevent anchor IP from appearing on multiple NICs. Prepare worker image for upcoming AMD GPU droplets. Changes apply to upcoming AMD GPU droplets only. Install AMDGPU driver version 6.12.12 Install ROCm version 6.4.1 - [1.31.6-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.6.do-3/index.html.md): Fix race condition to prevent anchor IP from appearing on multiple NICs. Prepare worker image for upcoming AMD GPU droplets. Changes apply to upcoming AMD GPU droplets only. Install amdgpu version 6.12.12 Install ROCm version 6.4.1 - [1.32.2-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.2.do-3/index.html.md): Fix race condition to prevent anchor IP from appearing on multiple NICs. Prepare worker image for upcoming AMD GPU droplets. Changes apply to upcoming AMD GPU droplets only. Install amdgpu version 6.12.12 Install ROCm version 6.4.1 - [1.30.10-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.10.do-2/index.html.md): Updated resource constraints in preparation for new node sizes. - [1.31.6-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.6.do-2/index.html.md): Updated resource constraints in preparation for new node sizes. - [1.32.2-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.2.do-2/index.html.md): Updated resource constraints in preparation for new node sizes. - [1.30.10-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.10.do-1/index.html.md): Updates to system components: Updates to the routing-agent component including a broad toleration and bug fixes when used with network load balancers Updates to NVIDIA CUDA drivers, NVIDIA CUDA toolkit and NVIDIA container toolkit package versions for GPU … - [1.31.6-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.6.do-1/index.html.md): Updates to system components: Updates to the routing-agent component including a broad toleration and bug fixes when used with network load balancers Updates to NVIDIA CUDA drivers, NVIDIA CUDA toolkit and NVIDIA container toolkit package versions for GPU … - [1.32.2-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.2.do-1/index.html.md): Updates to system components: Updates to the routing-agent component including a broad toleration and bug fixes when used with network load balancers Updates to NVIDIA CUDA drivers, NVIDIA CUDA toolkit and NVIDIA container toolkit package versions for GPU … - [1.30.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.10.do-0/index.html.md): Updates to system components: Internal updates to the base image to improve resiliency of node bootstrapping. Updated to Kubernetes v1.30.10. - [1.31.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.6.do-0/index.html.md): Updates to system components: Internal updates to the base image to improve resiliency of node bootstrapping. Updated to Kubernetes v1.31.6. - [1.32.2-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.2.do-0/index.html.md): Updates to system components: Internal updates to the base image to improve resiliency of node bootstrapping. Updated to Kubernetes v1.32.2. - [1.29.13-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.13.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.29.13 Updated to Linux kernel 6.1.123 Updated to Cilium 1.14.18 Updates to NVIDIA CUDA drivers and NVIDIA container toolkit package versions for GPU worker nodes: Updated cuda-drivers to 550.144.03-1 … - [1.30.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.9.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.30.9 Updated to Linux kernel 6.1.123 Updated to Cilium 1.14.18 Updates to NVIDIA CUDA drivers and NVIDIA container toolkit package versions for GPU worker nodes: Updated cuda-drivers to 550.144.03-1 … - [1.31.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.5.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.31.5 Updated to Linux kernel 6.1.123 Updated to Cilium 1.15.12 Updates to NVIDIA CUDA drivers and NVIDIA container toolkit package versions for GPU worker nodes: Updated cuda-drivers to 550.144.03-1 … - [1.32.1-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/1.32.1.do-0/index.html.md): First 1.32.x release Updates to system components: Updated to Kubernetes v1.32.1 Updated to cluster-autoscaler v1.32 Updated to Linux kernel 6.1.123 Updated to Cilium 1.16 Updated to DO CSI v4.13 Updates to NVIDIA CUDA drivers and NVIDIA container toolkit … - [1.29.9-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.9.do-5/index.html.md): Internal updates to the base image. - [1.30.5-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.5.do-5/index.html.md): Internal updates to the base image. - [1.31.1-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.1.do-5/index.html.md): Internal updates to the base image. - [1.29.9-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.9.do-4/index.html.md): Upgrades to NVIDIA CUDA drivers and NVIDIA CUDA toolkit package versions for GPU worker nodes: Updated cuda-drivers to 550.127.05-1 Updated cuda-toolkit to 12.6.2-1 Updated nvidia-container-toolkit to 1.17.0-1 to address CVE-2024-0134 - [1.30.5-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.5.do-4/index.html.md): Upgrades to NVIDIA CUDA drivers and NVIDIA CUDA toolkit package versions for GPU worker nodes: Updated cuda-drivers to 550.127.05-1 Updated cuda-toolkit to 12.6.2-1 Updated nvidia-container-toolkit to 1.17.0-1 to address CVE-2024-0134 - [1.31.1-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.1.do-4/index.html.md): Upgrades to NVIDIA CUDA drivers and NVIDIA CUDA toolkit package versions for GPU worker nodes: Updated cuda-drivers to 550.127.05-1 Updated cuda-toolkit to 12.6.2-1 Updated nvidia-container-toolkit to 1.17.0-1 to address CVE-2024-0134 - [1.28.14-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.14.do-3/index.html.md): Addressed issue with nvidia driver installation on GPU worker nodes. - [1.29.9-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.9.do-3/index.html.md): Addressed issue with nvidia driver installation on GPU worker nodes. - [1.30.5-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.5.do-3/index.html.md): Addressed issue with nvidia driver installation on GPU worker nodes. - [1.31.1-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.1.do-3/index.html.md): Addressed issue with nvidia driver installation on GPU worker nodes. - [1.28.14-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.14.do-2/index.html.md): Internal updates to the base image. - [1.29.9-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.9.do-2/index.html.md): Internal updates to the base image. - [1.30.5-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.5.do-2/index.html.md): Internal updates to the base image. - [1.31.1-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.1.do-2/index.html.md): Internal updates to the base image. - [1.28.14-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.14.do-1/index.html.md): Rebuilt the Debian base image for GPU worker nodes with nvidia-container-toolkit version 1.16.2-1 to address CVE-2024-0132. - [1.29.9-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.9.do-1/index.html.md): Rebuilt the Debian base image for GPU worker nodes with nvidia-container-toolkit version 1.16.2-1 to address CVE-2024-0132. - [1.30.5-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.5.do-1/index.html.md): Rebuilt the Debian base image for GPU worker nodes with nvidia-container-toolkit version 1.16.2-1 to address CVE-2024-0132. - [1.31.1-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.1.do-1/index.html.md): Rebuilt the Debian base image for GPU worker nodes with nvidia-container-toolkit version 1.16.2-1 to address CVE-2024-0132. - [1.28.14-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.14.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.28.14 Updated to Linux kernel 6.1.106 - [1.29.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.9.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.29.9 Updated to Linux kernel 6.1.106 - [1.30.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.5.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.30.5 Updated to Linux kernel 6.1.106 - [1.31.1-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.31.1.do-0/index.html.md): First 1.31.x release Updates to system components: Updated to Kubernetes v1.31.1 Updated to cluster-autoscaler v1.31 Updated to Linux kernel 6.1.106 Updated to Cilium 1.15 Updated to DO CSI v4.12 Changes to system components: Removed Docker from the nodes. … - [1.28.13-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.13.do-0/index.html.md): Install NVIDIA CUDA drivers version 550.90.07 and NVIDIA CUDA toolkit version 12.4.1 (applies to GPU Droplets support) Updates to system components: Updated to Kubernetes v1.28.13 Updated to Linux kernel 6.1.99 - [1.29.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.8.do-0/index.html.md): Install NVIDIA CUDA drivers version 550.90.07 and NVIDIA CUDA toolkit version 12.4.1 (applies to GPU Droplets support) Updates to system components: Updated to Kubernetes v1.29.8 Updated to Linux kernel 6.1.99 - [1.30.4-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.4.do-0/index.html.md): Install NVIDIA CUDA drivers version 550.90.07 and NVIDIA CUDA toolkit version 12.4.1 (applies to GPU Droplets support) Updates to system components: Updated to Kubernetes v1.30.4 Updated to Linux kernel 6.1.99 - [1.28.11-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.11.do-0/index.html.md): Rebuilt the Debian base image with OpenSSH version 1:9.2p1-2+deb12u3 to address the openssh vulnerabilities CVE-2024-6387 Updates to system components: Updated to Kubernetes v1.28.11 Updated to Linux kernel 6.1.94 - [1.29.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.6.do-0/index.html.md): Rebuilt the Debian base image with OpenSSH version 1:9.2p1-2+deb12u3 to address the openssh vulnerabilities CVE-2024-6387 Updates to system components: Updated to Kubernetes v1.29.6 Updated to Linux kernel 6.1.94 - [1.30.2-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.2.do-0/index.html.md): Rebuilt the Debian base image with OpenSSH version 1:9.2p1-2+deb12u3 to address the openssh vulnerabilities CVE-2024-6387 Updates to system components: Updated to Kubernetes v1.30.2 Updated to Linux kernel 6.1.94 - [1.27.14-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.27.14.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.27.14 Updated to Linux kernel 6.1.90 Updated kubelet authorization mode to Webhook - [1.28.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.10.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.28.10 Updated to Linux kernel 6.1.90 Updated kubelet authorization mode to Webhook - [1.29.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.5.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.29.5 Updated to Linux kernel 6.1.90 Updated kubelet authorization mode to Webhook - [1.30.1-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.30.1.do-0/index.html.md): First 1.30.x release Updates to system components: Updated to Kubernetes v1.30.1 Updated to cluster-autoscaler v1.30 Updated to containerd 1.6.31 Updated to Linux kernel 6.1.90 Updated kubelet authorization mode to Webhook - [1.26.13-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.26.13.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.26.13 Updated to containerd 1.6.28 to address Leaky Vessels runc vulnerabilities, including container breakout CVE-2024-21626 - [1.27.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.27.10.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.27.10 Updated to containerd 1.6.28 to address Leaky Vessels runc vulnerabilities, including container breakout CVE-2024-21626 - [1.28.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.6.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.28.6 Updated to cluster-autoscaler-1.28.2 Updated to containerd 1.6.28 to address Leaky Vessels runc vulnerabilities, including container breakout CVE-2024-21626 - [1.29.1-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.1.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.29.1 Updated to containerd 1.6.28 to address Leaky Vessels runc vulnerabilities, including container breakout CVE-2024-21626 - [1.26.12-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.26.12.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.26.12 Updated to Cilium v1.12.17 Updated to Linux kernel 6.1.55 - [1.27.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.27.9.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.27.9 Updated to Cilium v1.13.10 Updated to Linux kernel 6.1.69 - [1.28.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.5.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.28.5 Updated to Cilium v1.14.5 Added support for SCTP Updated to Linux kernel 6.1.69 - [1.29.0-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.29.0.do-0/index.html.md): Deprecated APIs scheduled for removal in 1.29 are no longer served. Make sure to read the Urgent Upgrade Notes and adjust your manifests accordingly. First 1.29.x release Updates to system components: Updated to Kubernetes v1.29.0 Updated to Cilium v1.14.5 … - [1.25.14-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.25.14.do-0/index.html.md): Note: If your cluster was originally created on 1.24 or older and has not been upgraded since December 2022, it may undergo a control plane migration. Updates to system components: Updated to Kubernetes v1.25.14 Updated to Cilium v1.11.20 Updated to Linux … - [1.26.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.26.9.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.26.9 Updated to Cilium v1.12.14 Updated to cluster-autoscaler 1.26.4 Updated to Linux kernel 6.1.38 - [1.27.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.27.6.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.27.6 Updated to Cilium v1.13.7 Updated to cluster-autoscaler 1.27.3 Updated to Linux kernel 6.1.52 Fixed a bug resulting in duplicate nameserver entries on host-level /etc/resolv.conf causing the … - [1.28.2-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.28.2.do-0/index.html.md): Deprecated APIs scheduled for removal in 1.28 are no longer served. Make sure to read the Urgent Upgrade Notes and adjust your manifests accordingly. First 1.28.x release Updates to system components: Updated to Kubernetes v1.28.2 Updated to Cilium v1.14.2 … - [1.24.16-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.24.16.do-0/index.html.md): Note: If your cluster was originally created on 1.24 or older and had not been upgraded since December 2022, it may undergo a control plane migration. Updates to system components: Updated to Kubernetes v1.24.16 Updated to cluster-autoscaler 1.24.2 - [1.25.12-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.25.12.do-0/index.html.md): Note: If your cluster was originally created on 1.24 or older and had not been upgraded since December 2022, it may undergo a control plane migration. Updates to system components: Updated to Kubernetes v1.25.12 Updated to Cilium v1.11.18 - [1.26.7-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.26.7.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.26.7 Updated to Cilium v1.12.11 Updated to cluster-autoscaler 1.26.3 - [1.27.4-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.27.4.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.27.4 Updated worker node base image to Debian 12 and kernel 6.1.37 addressing the StackRot vulnerability Updated to Cilium v1.13.4 Updated to cluster-autoscaler 1.27.2 - [1.24.13-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.24.13.do-0/index.html.md): Note: If your cluster was originally created on 1.24 or older and had not been upgraded since December 2022, it may undergo a control plane migration. Updates to system components: Updated to Kubernetes v1.24.13 Updated to Cilium v1.10.20 IMPORTANT: The … - [1.25.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.25.10.do-0/index.html.md): Note: If your cluster was originally created on 1.24 or older and had not been upgraded since December 2022, it may undergo a control plane migration. Updates to system components: Updated to Kubernetes v1.25.10 Updated to Cilium v1.11.17 Updated to etcd … - [1.26.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.26.5.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.26.5 Updated to Cilium v1.12.10 Updated to etcd v3.5.9 - [1.27.2-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.27.2.do-0/index.html.md): Deprecated APIs scheduled for removal in 1.27 are no longer served. Make sure to read the Urgent Upgrade Notes and adjust your manifests accordingly. First 1.27.x release Updates to system components: Updated to Kubernetes v1.27.2 Updated to Cilium v1.13.3 … - [1.24.12-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.24.12.do-0/index.html.md): Note: If your cluster was originally created on 1.24 or older and had not been upgraded since December 2022, it may undergo a control plane migration. Updates to system components: Updated to Kubernetes v1.24.12 Updated to Cilium v1.10.20 IMPORTANT: The … - [1.25.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.25.8.do-0/index.html.md): Note: If your cluster was originally created on 1.24 or older and had not been upgraded since December 2022, it may undergo a control plane migration. Updates to system components: Updated to Kubernetes v1.25.8 Updated to Cilium v1.11.15 - [1.26.3-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.26.3.do-0/index.html.md): Deprecated APIs scheduled for removal in 1.26 are no longer served. Make sure to read the Urgent Upgrade Notes and adjust your manifests accordingly. First 1.26.x release Updates to system components: Updated to Kubernetes v1.26.3 Updated to … - [1.23.14-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.23.14.do-0/index.html.md): Note: If your cluster was originally created with version 1.20 or older your cluster might undergo a control plane migration. Updates to system components: Updated to Kubernetes v1.23.14 Updated to etcd 3.5.6 Updated to DO CCM v0.1.40 Updated to DO CSI … - [1.24.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.24.8.do-0/index.html.md): Note: If your cluster was originally created on 1.24 or older and had not been upgraded since December 2022, it may undergo a control plane migration. Updates to system components: Updated to Kubernetes v1.24.8 Updated to etcd 3.5.6 Updated to DO CCM … - [1.25.4-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.25.4.do-0/index.html.md): Deprecated APIs scheduled for removal in 1.25 are no longer served. Make sure to read the Urgent Upgrade Notes and adjust your manifests accordingly. Note: If your cluster was originally created on 1.24 or older and had not been upgraded since December … - [1.22.13-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.22.13.do-0/index.html.md): Updated to Kubernetes v1.22.13 - [1.23.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.23.10.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.23.10 - [1.24.4-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.24.4.do-0/index.html.md): First 1.24.x release Updates to system components: Updated to Kubernetes v1.24.4 The feature-gate: LegacyServiceAccountTokenNoAutoGeneration is disabled. This feature was moved to Beta in Kubernetes 1.24. More information can be found about the impact of … - [1.22.12-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.22.12.do-0/index.html.md): Updates to system components: Updated to Kubernetes v1.22.12 Updated to etcd v3.4.19 Updated to DO CSI v3.1.0 Updated to external-provisioner v2.2.2 Updated to external-attacher v3.5.0 Updated to external-snapshotter, snapshot-controller, and snapshot … - [1.23.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.23.9.do-0/index.html.md): First 1.23.x release Updates to system components: Updated to Kubernetes v1.23.9 Changes to system components: Updated to DO CSI v4.2.0 Updated to external-provisioner v3.2.1 Updated to external-attacher v3.5.0 Updated to external-snapshotter, … - [1.21.14-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.14.do-0/index.html.md): Updates to system components: Updated to kernel to Linux 5.10.120. This is an upgrade from Linux 4.19 on earlier DOKS 1.21 patch versions. This upgrade is necessary to address a limitation in BPF program size on kernels prior to Linux 5.1 that can lead to … - [1.22.11-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.22.11.do-0/index.html.md): Updates to system components: Updated kernel to Linux 5.10.120. Updated to Kubernetes v1.22.11 Updated to etcd v3.5.4 Changes to system components: Disabled Cilium’s eBPF-based NodePort handling in favor of kube-proxy as it does not support graceful … - [1.21.11-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.11-do.1/index.html.md): Upgrades to system components: Updated to DO CCM v0.1.37 - [1.22.8-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.22.8.do-1/index.html.md): Upgrades to system components: Updated to DO CCM v0.1.37 Updated to etcd v3.5.3 - [Build and Deploy Your First Image to Your First Cluster](https://docs.digitalocean.com/products/kubernetes/getting-started/deploy-image-to-cluster/index.html.md): Build a sample Docker image and run it on a DigitalOcean Kubernetes cluster. - [1.21.11-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.11-do.0/index.html.md): IMPORTANT Please upgrade as soon as possible as this version contains an important security update for containerd. Upgrades to system components: Updated to containerd v1.4.13. Fixes CVE-2022-23648. Cilium: Guarantee correct pod IP allocations by waiting … - [1.22.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.22.8-do.0/index.html.md): IMPORTANT Please upgrade as soon as possible as this version contains an important security update for containerd. Upgrades to system components: Updated to containerd v1.4.13. Fixes CVE-2022-23648. Cilium: Guarantee correct pod IP allocations by waiting … - [1.20.15-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.20.15-do.1/index.html.md): Fixes to system components: Reverted back to Linux kernel-image-4.19.0-17-amd64, after unintentional implicit upgrade to Linux kernel-image-4.19.0-18-amd64 which contains eBPF regressions with respect to Cilium. - [1.21.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.10-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.21.10 Upgraded Docker to 20.10.12. Reverted back to Linux kernel-image-4.19.0-17-amd64, after unintentional implicit upgrade to Linux kernel-image-4.19.0-18-amd64 which contains regressions impacting … - [1.22.7-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.22.7-do.0/index.html.md): First 1.22.x release Upgrades to system components: Updated to Kubernetes v1.22.7 IMPORTANT The following deprecated upstream beta APIs have been removed in 1.22 in favor of the GA version of those APIs: APIService CertificateSigningRequest … - [1.20.15-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.20.15-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.20.15 Updated to Cilium 1.9.10 Improved configuration to prevent a number of connectivity issues Added arp-flusher sidecar to the cilium agent which periodically clears potentially stale ARP records … - [1.21.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.9-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.21.9 Updated to Cilium 1.10.4 Improved configuration to prevent a number of connectivity issues Added arp-flusher sidecar to the cilium agent which periodically clears potentially stale ARP records … - [1.19.15-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.19.15-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.19.15 Updated to DO CCM v0.1.35 Supports specifying the number of nodes to create a Load Balancer with - [1.20.11-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.20.11-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.20.11 Updated to DO CCM v0.1.35 Supports specifying the number of nodes to create a Load Balancer with - [1.21.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.5-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.21.5 Updated to DO CCM v0.1.35 Supports specifying the number of nodes to create a Load Balancer with - [1.19.13-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.19.13-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.19.13 Updated to DO CCM v0.1.34 Updated to DO CSI v2.1.2 - [1.20.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.20.9-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.20.9 Updated to DO CCM v0.1.34 Updated to DO CSI v2.1.2 Updated to containerd v1.4.9 - [1.21.3-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.3-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.21.3 Updated to DO CCM v0.1.34 Updated to DO CSI v2.1.2 Updated to containerd v1.4.9 Disabled the Cilium enabled-bpf-masquerade option to address Cilium error on clusters using hostNetwork Ensured … - [Autoscale Cluster With Horizontal Pod Autoscaling](https://docs.digitalocean.com/products/kubernetes/how-to/set-up-autoscaling/index.html.md): Autoscale a DigitalOcean Kubernetes cluster using cluster autoscaling (CA) and horizontal pod autoscaling (HPA). - [1.21.2-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.2-do.2/index.html.md): Changes to system components: Disabled the Cilium enable-egress-gateway option to address Cilium startup error on clusters using VXLAN tunneling - [1.21.2-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.2-do.1/index.html.md): Changes to system components: Disabled Cilium full kube-proxy replacement and restored partial mode to address failing Istio sidecar injection - [1.19.12-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.19.12-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.19.12 Updated to CoreDNS v1.8.4 Updated CSI driver sidecars: Updated to external-provisioner v2.2.1 Updated to external-attacher v3.2.1 Updated to external-snapshotter v3.0.3 Updated to … - [1.20.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.20.8-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.20.8 Updated to CoreDNS v1.8.4 Updated CSI driver sidecars: Updated to external-provisioner v2.2.1 Updated to external-attacher v3.2.1 Updated to external-snapshotter v3.0.3 Updated to … - [1.21.2-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.21.2-do.0/index.html.md): First 1.21.x release Upgrades to system components: Updated to Cilium 1.10.1 Enabled full kube-proxy replacement Enabled the enable-egress-gateway and enable-bpf-masquerade options to allow use of Cilium’s egress gateway feature Updated to CoreDNS v1.8.4 … - [1.18.19-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.19-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.18.19 Fixes CVE-2021-25735 Fixes CVE-2021-3121 Updated to Cilium 1.7.16 Fixes CVE-2021-28682, CVE-2021-28683 and CVE-2021-29258 Updated to Linux kernel-image-4.19.0-14-amd64 Updated to DO CCM v0.1.32 … - [1.19.11-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.19.11-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.19.11 Fixes CVE-2021-25735 Fixes CVE-2021-3121 Updated to Cilium v1.9.8 Fixes CVE-2021-29492 Fixes CVE-2021-28682, CVE-2021-28683 and CVE-2021-29258 Updated to Linux kernel-image-4.19.0-14-amd64 … - [1.20.7-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.20.7-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes v1.20.7 Fixes CVE-2021-25735 Updated to Cilium v1.9.8 Fixes CVE-2021-29492 Fixes CVE-2021-28682, CVE-2021-28683 and CVE-2021-29258 Updated to containerd v1.4.6-1 Fixes CVE-2021-30465 Updated to Linux … - [DigitalOcean Kubernetes Supported Releases](https://docs.digitalocean.com/products/kubernetes/details/supported-releases/index.html.md): Release process and support policy for your Kubernetes clusters. - [1.13.12-do.13](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.13/index.html.md): Internal build process optimization. - [1.14.10-do.9](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.10-do.9/index.html.md): Internal build process optimization. - [1.15.12-do.6](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.12-do.6/index.html.md): Internal build process optimization. - [1.16.15-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.15-do.2/index.html.md): Internal build process optimization. - [1.17.16-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.16-do.0/index.html.md): Updated to DO CCM v0.1.31 - [1.18.14-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.14-do.0/index.html.md): Upgrades to system components: Updated CSI driver sidecars: Updated to external-provisioner v2.1.0 Updated to external-attacher v3.1.0 Updated to external-snapshotter v3.0.3 Updated to external-resizer v1.1.0 Updated to DO CCM v0.1.31 - [1.19.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.19.6-do.0/index.html.md): Upgrades to system components: Updated to Cilium 1.9.1 Enabled the remote-node-identity feature of Cilium, to aid in migration away from VXLAN Switched to the cluster-pool IPAM mode from the deprecated hostpool-legacy mode Updated to CoreDNS v1.8.0 Updated … - [1.20.2-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.20.2-do.0/index.html.md): Starting with DigitalOcean Kubernetes 1.20, containerd is used as the container runtime. Previous releases used Docker. This change reflects the upstream deprecation of dockershim and deprecation of Docker as a container runtime in Kubernetes 1.20. Docker … - [1.17.13-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.13-do.3/index.html.md): Mitigated a potential kernel deadlock by disabling frame buffer mode for the video console. - [1.18.10-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.10-do.3/index.html.md): Upgrades to system components: Updated to external-provisioner v2.0.4 Updated to external-attacher v3.0.2 Mitigated CVE-2020-8569 by updating to external-snapshotter v3.0.2 Updated to external-resizer v1.0.1 Mitigated a potential kernel deadlock by … - [1.19.3-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.19.3-do.3/index.html.md): Upgrades to system components: Updated to external-provisioner v2.0.4 Updated to external-attacher v3.0.2 Mitigated CVE-2020-8569 by updating to external-snapshotter v3.0.2 Updated to external-resizer v1.0.1 Cilium will configure new clusters (initially … - [1.17.13-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.13-do.2/index.html.md): Internal build process optimization. - [1.18.10-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.10-do.2/index.html.md): Upgrades to system components: Fix resizer misconfiguration on CSI driver v2.1.1 - [1.19.3-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.19.3-do.2/index.html.md): Upgrades to system components: Fix resizer misconfiguration on CSI driver v2.1.1 Upgraded Docker to 19.03 to address upstream metrics-server issue - [1.15.12-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.12-do.5/index.html.md): Internal build process optimization. - [1.16.15-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.15-do.1/index.html.md): Internal build process optimization. - [1.17.13-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.13-do.1/index.html.md): Upgrades to system components: Updated to Cilium 1.7.11 Updated to DO CCM v0.1.30 Added support for specifying load balancer size (available in closed beta at the time of this release) - [1.18.10-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.10-do.1/index.html.md): Upgrades to system components: Updated to CSI driver v2.1.1 Added --default-fstype=ext4 to csi-provisioner fixing fsGroup bug Updated to Cilium 1.7.11 Updated to DO CCM v0.1.30 Added support for specifying load balancer size (available in closed beta at … - [1.19.3-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.19.3-do.1/index.html.md): Upgrades to system components: Updated to CSI driver v2.1.1 Added --default-fstype=ext4 to csi-provisioner fixing fsGroup bug Updated to Cilium 1.8.5 Dropped parameters bpf-ct-global-tcp-max and bpf-ct-global-any-max to address Cilium issue #13843 Updated … - [1.11.10-do.18](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.18/index.html.md): Updated Linux kernel to 4.19.0-11 - [1.12.10-do.18](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.18/index.html.md): Updated Linux kernel to 4.19.0-11 - [1.13.12-do.12](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.12/index.html.md): Updated Linux kernel to 4.19.0-11 - [1.14.10-do.8](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.10-do.8/index.html.md): Updated Linux kernel to 4.19.0-11 - [1.15.12-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.12-do.4/index.html.md): Updated Linux kernel to 4.19.0-11 - [1.16.15-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.15-do.0/index.html.md): Upgrades to system components: Updated to DO CCM v0.1.29 - [1.17.13-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.13-do.0/index.html.md): Upgrades to system components: Updated to DO CCM v0.1.29 Reduced --terminated-pod-gc-threshold on kube-controller-manager to 100 pods - [1.18.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.10-do.0/index.html.md): Upgrades to system components: Updated to DO CCM v0.1.29 Updated to CSI driver v2.1.0 Added support for Kubernetes 1.19 Updated to external-provisioner v2.0.2 Updated to external-attacher v3.0.0 Updated to external-snapshotter v3.0.0 Updated to … - [1.19.3-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.19.3-do.0/index.html.md): Starting with DigitalOcean Kubernetes 1.19, the NodePort range 30000-32767 is not open by default anymore. Instead, a new controller automatically manages access through the firewall based on the Services of type NodePort currently defined in the cluster. … - [1.11.10-do.14](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.14/index.html.md): Internal build process optimization. - [1.12.10-do.14](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.14/index.html.md): Internal build process optimization. - [1.13.12-do.9](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.9/index.html.md): Internal build process optimization. - [1.14.10-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.10-do.5/index.html.md): Internal build process optimization. - [1.15.12-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.12-do.1/index.html.md): Internal build process optimization. - [1.16.14-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.14-do.1/index.html.md): Upgrades to system components: Updated to Cilium 1.7.9 Updated Linux kernel to 4.19.0-11 Addresses CVE-2020-14386 Fixed issue with kernel module availability that affected StorageOS and other storage solutions - [1.17.11-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.11-do.1/index.html.md): Upgrades to system components: Updated to Cilium 1.7.9 Updated Linux kernel to 4.19.0-11 Addresses CVE-2020-14386 Fixed issue with kernel module availability that affected StorageOS and other storage solutions - [1.18.8-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.8-do.1/index.html.md): Upgrades to system components: Updated to Cilium 1.7.9 Updated Linux kernel to 4.19.0-11 Addresses CVE-2020-14386 Fixed issue with kernel module availability that affected StorageOS and other storage solutions - [1.16.14-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.14-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.16.14 Updated to Cilium v1.7.7 Updated to CoreDNS v1.6.9 Changes to our node images: Updated base operating system to Debian 10. Stopped using the deprecated hyperkube container to run Kubernetes … - [1.17.11-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.11-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.17.11 Updated to Cilium v1.7.7 Updated to CoreDNS v1.6.9 Changes to our node images: Updated base operating system to Debian 10. Stopped using the deprecated hyperkube container to run Kubernetes … - [1.18.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.8-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.18.8 Updated to Cilium v1.7.7 Updated to CoreDNS v1.6.9 Changes to our node images: Updated base operating system to Debian 10. Stopped using the deprecated hyperkube container to run Kubernetes … - [1.16.13-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.13-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.16.13 Fixes CVE-2020-8557 Fixes CVE-2020-8559 - [1.17.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.9-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.17.9 Fixes CVE-2020-8557 Fixes CVE-2020-8559 - [1.18.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.6-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.18.6 Fixes CVE-2020-8557 Fixes CVE-2020-8559 - [1.13.12-do.8](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.8/index.html.md): Fixed Cilium crashes when upgrading Cilium 1.6 to 1.7 Fixed issue with worker nodes occasionally not finishing to provision Moved kubelet-rubber-stamp application from in-cluster to the control plane - [1.14.10-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.10-do.4/index.html.md): Upgrades to system components: Updated to etcd v3.3.22 Updated to Cilium v1.7.5 Updated to DO CCM v0.1.26 Added support for migrating load balancers across clusters (see the guide for details) Updated to DOKS Cluster Autoscaler v1.14.10-do.3 Fixed a bug … - [1.15.12-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.12-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.15.12 Updated to etcd v3.3.22 Updated to Cilium v1.7.5 Updated to DO CCM v0.1.26 Added support for migrating load balancers across clusters (see the guide for details) Updated to DOKS Cluster … - [1.16.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.10-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.16.10 Updated to etcd v3.3.22 Updated to Cilium v1.7.5 Updated to DO CCM v0.1.26 Added support for migrating load balancers across clusters (see the guide for details) Updated to DOKS Cluster … - [1.17.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.6-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.17.6 Updated to etcd v3.4.9 Updated to Cilium v1.7.5 Updated to DO CCM v0.1.26 Added support for migrating load balancers across clusters (see the guide for details) Updated to DOKS Cluster Autoscaler … - [1.18.3-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.18.3-do.0/index.html.md): Important Upgrade Notes For Volume Snapshot Users Starting with DigitalOcean Kubernetes 1.18, alpha versions of volume snapshots are no longer supported. If existing volume snapshots meet the upgrade requirements, they will be converted automatically to … - [1.11.10-do.13](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.13/index.html.md): Internal build process optimization. - [1.12.10-do.13](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.13/index.html.md): Internal build process optimization. - [1.13.12-do.7](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.7/index.html.md): Upgrades to system components: Updated to Cilium v1.7.3 - [1.14.10-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.10-do.3/index.html.md): Upgrades to system components: Updated to Cilium v1.7.3 Updated to DO CCM 0.1.24 Updated to DO CSI 1.3.0 Updated to DOKS Cluster Autoscaler 1.16.8-do.0 Addresses bug where we rejected downscaling to the minimum size - [1.15.11-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.11-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.15.11 Updated to Cilium v1.7.3 Updated to DO CCM 0.1.24 Updated to DO CSI 1.3.0 Updated to DOKS Cluster Autoscaler 1.16.8-do.0 Addresses bug where we rejected downscaling to the minimum size - [1.16.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.8-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.16.8 Updated to Cilium v1.7.3 Updated to DO CCM 0.1.24 Updated to DO CSI 1.3.0 Updated to DOKS Cluster Autoscaler 1.16.8-do.0 Addresses bug where we rejected downscaling to the minimum size - [1.17.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.17.5-do.0/index.html.md): First 1.17.x release Upgrades to system components: Updated to Cilium v1.7.3 Updated to DO CCM 0.1.24 Updated to DO CSI 1.3.0 Updated to DOKS Cluster Autoscaler 1.17.5-do.0 Addresses bug where we rejected downscaling to the minimum size - [1.11.10-do.12](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.12/index.html.md): Downgrades to system components: Downgraded to Cilium v1.6.4 The upgrade to v1.6.5 in the previous release caused cilium-operator to crash loop. - [1.12.10-do.12](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.12/index.html.md): Downgrades to system components: Downgraded to Cilium v1.6.4 The upgrade to v1.6.5 in the previous release caused cilium-operator to crash loop. - [1.13.12-do.6](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.6/index.html.md): Downgrades to system components: Downgraded to Cilium v1.6.4 The upgrade to v1.6.7 in the previous release caused cilium-operator to crash loop. - [1.14.10-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.10-do.2/index.html.md): Downgrades to system components: Downgraded to Cilium v1.6.4 The upgrade to v1.6.7 in the previous release caused cilium-operator to crash loop. - [1.15.9-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.9-do.2/index.html.md): Downgrades to system components: Downgraded to Cilium v1.6.4 The upgrade to v1.6.7 in the previous release caused cilium-operator to crash loop. - [1.16.6-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.6-do.2/index.html.md): Downgrades to system components: Downgraded to Cilium v1.6.4 The upgrade to v1.6.7 in the previous release caused cilium-operator to crash loop. - [1.11.10-do.11](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.11/index.html.md): Upgrades to system components: Updated to Cilium v1.6.5 - [1.12.10-do.11](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.11/index.html.md): Upgrades to system components: Updated to Cilium v1.6.5 - [1.13.12-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.5/index.html.md): Upgrades to system components: Updated to Cilium v1.6.7 - [1.14.10-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.10-do.1/index.html.md): Upgrades to system components: Updated to Cilium v1.6.7 - [1.15.9-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.9-do.1/index.html.md): Upgrades to system components: Updated to Cilium v1.6.7 - [1.16.6-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.6-do.1/index.html.md): Upgrades to system components: Updated to Cilium v1.6.7 - [1.12.10-do.10](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.10/index.html.md): Upgrades to system components: Updated to DO CCM v0.1.23 Added service.beta.kubernetes.io/do-loadbalancer-healthcheck-port annotation to customize DO LB health-check port Fixed bug for maintaining default protocol when secure protocol override is applied - [1.13.12-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.4/index.html.md): Upgrades to system components: Updated to DO CCM v0.1.23 Added service.beta.kubernetes.io/do-loadbalancer-healthcheck-port annotation to customize DO LB health-check port Fixed bug for maintaining default protocol when secure protocol override is applied - [1.14.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.10-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.14.10 Updated to DO CCM v0.1.23 Added service.beta.kubernetes.io/do-loadbalancer-healthcheck-port annotation to customize DO LB health-check port Fixed bug for maintaining default protocol when secure … - [1.15.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.9-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.15.9 Updated to DO CCM v0.1.23 Added service.beta.kubernetes.io/do-loadbalancer-healthcheck-port annotation to customize DO LB health-check port Fixed bug for maintaining default protocol when secure … - [1.16.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.6-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.16.6 Updated to DO CCM v0.1.23 Added service.beta.kubernetes.io/do-loadbalancer-healthcheck-port annotation to customize DO LB health-check port Fixed bug for maintaining default protocol when secure … - [1.12.10-do.9](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.9/index.html.md): Upgrades to system components: Updated to CSI driver v0.4.4 Various improvements and bug fixes Updated to DO CCM v0.1.22 Added PodDisruptionBudgets for managed kube-system applications to avoid blocking the cluster autoscaler (CA) - [1.13.12-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.3/index.html.md): Upgrades to system components: Updated to CSI driver v1.0.4 Various improvements and bug fixes Updated to DO CCM v0.1.22 Added PodDisruptionBudgets for managed kube-system applications to avoid blocking the cluster autoscaler (CA) - [1.14.8-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.8-do.3/index.html.md): Upgrades to system components: Updated to CSI driver v1.2.0 Added support for raw block volumes Added support for volume statistics Various improvements and bug fixes Updated to external-provisioner v1.4.0 Updated to external-attacher v2.0.0 Updated to DO … - [1.15.5-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.5-do.3/index.html.md): Upgrades to system components: Updated to CSI driver v1.2.0 Added support for raw block volumes Added support for volume statistics Various improvements and bug fixes Updated to external-provisioner v1.4.0 Updated to external-attacher v2.0.0 Updated to DO … - [1.16.2-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.2-do.3/index.html.md): Upgrades to system components: Updated to CSI driver v1.2.0 Added support for volume expansion Added support for raw block volumes Added support for volume statistics Various improvements and bug fixes Updated to external-provisioner v1.4.0 Updated to … - [DigitalOcean Volumes Block Storage Features](https://docs.digitalocean.com/products/kubernetes/details/volume-features/index.html.md): An overview of volume feature support in DOKS. - [1.16.2-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.2-do.2/index.html.md): Fix a regression in 1.16.x versions that could result in a worker node initializing with incorrect cluster networking configuration. - [1.11.10-do.10](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.10/index.html.md): Upgrades to system components: Updated to Cilium v1.6.4 - [1.12.10-do.8](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.8/index.html.md): Upgrades to system components: Updated to Cilium v1.6.4 Updated CSI driver sidecars to fix CVE-2019-11255 Updated to external-provisioner v0.4.3 Updated to external-snapshotter v0.4.2 - [1.13.12-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.2/index.html.md): Retain customer-configured reclaim policy for the do-block-storage StorageClass across upgrades Upgrades to system components: Updated to Cilium v1.6.4 Updated CSI driver sidecars to fix CVE-2019-11255 Updated to external-provisioner v1.0.2 Updated to … - [1.14.8-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.8-do.2/index.html.md): Set eviction threshold for imagefs.inodesFree to ensure Kubelet cleans up unused images before inodes are exhausted completely. Retain customer-configured reclaim policy for the do-block-storage StorageClass across upgrades Upgrades to system components: … - [1.15.5-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.5-do.2/index.html.md): Set eviction threshold for imagefs.inodesFree to ensure Kubelet cleans up unused images before inodes are exhausted completely. Retain customer-configured reclaim policy for the do-block-storage StorageClass across upgrades Upgrades to system components: … - [1.16.2-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.2-do.1/index.html.md): Set eviction threshold for imagefs.inodesFree to ensure Kubelet cleans up unused images before inodes are exhausted completely. Retain customer-configured reclaim policy for the do-block-storage StorageClass across upgrades Upgrades to system components: … - [1.14.8-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.8-do.1/index.html.md): Upgrades to system components: Updated to Cilium v1.6.3 Updated to DO CCM 0.1.21 Disabled Istio sidecar injection for kube-system namespace - [1.15.5-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.5-do.1/index.html.md): Upgrades to system components: Updated to Cilium v1.6.3 Updated to DO CCM 0.1.21 Disabled Istio sidecar injection for kube-system namespace - [1.16.2-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.16.2-do.0/index.html.md): First 1.16.x release Upgrades to system components: Updated to Cilium v1.6.3 Updated to DO CCM 0.1.21 Disabled Istio sidecar injection for kube-system namespace - [1.13.12-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.12-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.13.12 Fix for CVE-2019-11253 - [1.14.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.8-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.14.8 - [1.15.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.5-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.15.5 Fix for CVE-2019-11253 - [1.13.11-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.11-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.13.11 Added support to kubelets for OpenEBS via ISCSI - [1.14.7-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.7-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.14.7 Added support to kubelets for OpenEBS via ISCSI - [1.15.4-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.4-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.15.4 Added support to kubelets for OpenEBS via ISCSI - [1.11.10-do.8](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.8/index.html.md): Upgrades to system components: Updated to Cilium v1.5.8 Updated to DO CSI 0.4.3 - [1.12.10-do.6](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.6/index.html.md): Upgrades to system components: Updated to Cilium v1.5.8 Updated to DO CSI 0.4.3 - [1.13.10-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.10-do.3/index.html.md): Upgrades to system components: Updated to Cilium v1.5.8 Updated to DO CSI 1.0.3 Added Cluster Autoscaler support to DOKS Enables DOKS clusters to scale worker node pools up or down according to load within minimum and maximum limits specified by users. - [1.14.6-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.6-do.3/index.html.md): Upgrades to system components: Updated to Cilium v1.5.8 Updated to DO CSI 1.1.2 Added Cluster Autoscaler support to DOKS Enables DOKS clusters to scale worker node pools up or down according to load within minimum and maximum limits specified by users. - [1.15.3-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.3-do.3/index.html.md): Upgrades to system components: Updated to Cilium v1.5.8 Updated to DO CSI 1.1.2 Added Cluster Autoscaler support to DOKS Enables DOKS clusters to scale worker node pools up or down according to load within minimum and maximum limits specified by users. - [1.11.10-do.7](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.7/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.20 Fix load balancer bug related to handling of DigitalOcean Let’s Encrypt certificates that have been automatically rotated by DigitalOcean’s LBaaS. Fix an issue around load balancers being deleted … - [1.12.10-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.5/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.20 Fix load balancer bug related to handling of DigitalOcean Let’s Encrypt certificates that have been automatically rotated by DigitalOcean’s LBaaS. Fix an issue around load balancers being deleted … - [1.13.10-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.10-do.2/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.20 Fix load balancer bug related to handling of DigitalOcean Let’s Encrypt certificates that have been automatically rotated by DigitalOcean’s LBaaS. Fix an issue around load balancers being deleted … - [1.14.6-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.6-do.2/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.20 Fix load balancer bug related to handling of DigitalOcean Let’s Encrypt certificates that have been automatically rotated by DigitalOcean’s LBaaS. Fix an issue around load balancers being deleted … - [1.15.3-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.3-do.2/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.20 Fix load balancer bug related to handling of DigitalOcean Let’s Encrypt certificates that have been automatically rotated by DigitalOcean’s LBaaS. Fix an issue around load balancers being deleted … - [1.11.10-do.6](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.6/index.html.md): Upgrades to system components: Updated to Cilium 1.5.7 - [1.12.10-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.4/index.html.md): Upgrades to system components: Updated to Cilium 1.5.7 - [1.13.10-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.10-do.1/index.html.md): Upgrades to system components: Updated to Cilium 1.5.7 - [1.14.6-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.6-do.1/index.html.md): Upgrades to system components: Updated to Cilium 1.5.7 Fix for CVE-2019-11253 - [1.15.3-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.3-do.1/index.html.md): Upgrades to system components: Updated to Cilium 1.5.7 - [1.11.10-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.10-do.5/index.html.md): Upgrades to system components: Updated to Cilium 1.5.6 Updated do-agent to use the wildcard toleration. - [1.12.10-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.3/index.html.md): Upgrades to system components: Updated to Cilium 1.5.6 Updated do-agent to use the wildcard toleration. - [1.13.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.10-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.13.10 Update golang/x/net dependency to bring in fixes for CVE-2019-9512, CVE-2019-9514 Updated to Cilium 1.5.6 Updated do-agent to use the wildcard toleration. - [1.14.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.6-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.14.6 Update golang/x/net dependency to bring in fixes for CVE-2019-9512, CVE-2019-9514 Updated to Cilium 1.5.6 Updated do-agent to use the wildcard toleration. - [1.15.3-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.3-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.15.3 Update golang/x/net dependency to bring in fixes for CVE-2019-9512, CVE-2019-9514 Updated to Cilium 1.5.6 Updated do-agent to use the wildcard toleration. - [1.15.2-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.15.2-do.0/index.html.md): First 1.15.x release - [1.12.10-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.2/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.17 - [1.13.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.9-do.0/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.17 Updated to Kubernetes 1.13.9 - [1.14.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.5-do.0/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.17 Updated to Kubernetes 1.14.5 - [1.12.10-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.1/index.html.md): Fix for Cilium-related upgrade path bug. - [1.13.8-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.8-do.1/index.html.md): Fix for Cilium-related upgrade path bug. - [1.14.4-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.4-do.1/index.html.md): Fix for Cilium-related upgrade path bug. - [1.12.10-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.10-do.0/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.16 Updated to Kubernetes 1.12.10 Updated to Cilium 1.5.4 See also: Cilium 1.5 Release Blog/Highlights - [1.13.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.8-do.0/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.16 Updated to Kubernetes 1.13.8 Updated to Cilium 1.5.4 See also: Cilium 1.5 Release Blog/Highlights - [1.14.4-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.4-do.0/index.html.md): Upgrades to system components: Updated to DO CCM 0.1.16 Updated to Kubernetes 1.14.4 Updated to Cilium 1.5.4 See also: Cilium 1.5 Release Blog/Highlights Enable hostPort via Cilium CNI portmap config. - [1.12.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.9-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.12.9 Updated to DO CSI 0.4.2 Updated to DO CCM 0.1.15 Improvements to security of the master node. Updated kernel to address security recent TCP related CVEs: CVE-2019-11477 CVE-2019-11478 … - [1.13.7-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.7-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.13.7 Updated to DO CSI 1.0.2 Updated to DO CCM 0.1.15 Improvements to security of the master node. Updated kernel to address security recent TCP related CVEs: CVE-2019-11477 CVE-2019-11478 … - [1.14.3-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.3-do.0/index.html.md): Upgrades to system components: Updated to Kubernetes 1.14.3 Updated to DO CSI 1.1.1 Updated to DO CCM 0.1.15 Improvements to security of the master node. Updated kernel to address security recent TCP related CVEs: CVE-2019-11477 CVE-2019-11478 … - [1.12.8-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.8-do.4/index.html.md): Improvements to security and reliability of the master node - [1.13.5-do.5](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.5-do.5/index.html.md): Improvements to security and reliability of the master node - [1.14.1-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.1-do.4/index.html.md): Improvements to security and reliability of the master node - [1.13.5-do.4](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.5-do.4/index.html.md): Downgraded Kubernetes to 1.13.5 to address (CVE-2019-11245) - [1.14.1-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.1-do.3/index.html.md): Downgraded Kubernetes to 1.14.1 to address (CVE-2019-11245) - [1.12.8-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.8-do.3/index.html.md): Updated kernel to include mitigations for MDS / Zombie Load (CVE-2018-12130) vulnerability. - [1.13.6-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.6-do.1/index.html.md): Updated kernel to include mitigations for MDS / Zombie Load (CVE-2018-12130) vulnerability. - [1.14.2-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.2-do.1/index.html.md): Updated kernel to include mitigations for MDS / Zombie Load (CVE-2018-12130) vulnerability. - [1.13.6-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.6-do.0/index.html.md): Updated Kubernetes to 1.13.6. - [1.14.2-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.2-do.0/index.html.md): Updated Kubernetes to 1.14.2. - [1.11.9-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.9-do.3/index.html.md): Last creatable version. Fixed a Cilium startup race condition that results in node connectivity issues with in cluster networking - [1.12.8-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.8-do.1/index.html.md): Fixed a Cilium startup race condition that results in node connectivity issues with in cluster networking - [1.13.5-do.3](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.5-do.3/index.html.md): Fixed a Cilium startup race condition that results in node connectivity issues with in cluster networking - [1.14.1-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.1-do.2/index.html.md): Fixed a Cilium startup race condition that results in node connectivity issues with in cluster networking - [1.14.1-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.14.1-do.1/index.html.md): Should have been named 1.14.1-do.0. First 1.14.x release Updated CSI to support Kubernetes 1.14 Includes all the changes from 1.13.5-do.2 - [1.11.9-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.9-do.2/index.html.md): Fixed a race condition with CRD resource initialization Updated to DO CCM 0.1.14 Updated to ciium 1.4.4 - [1.12.8-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.12.8-do.0/index.html.md): First 1.12.x release Fixed a race condition with CRD resource initialization Updated to DO CSI 0.4.1 Updated to DO CCM 0.1.14 Updated to Cilium 1.4.4 - [1.13.5-do.2](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.5-do.2/index.html.md): Fixed a race condition with CRD resource initialization Updated to DO CSI 1.0.1 Updated to DO CCM 0.1.14 Updated to Cilium 1.4.4 - [1.11.9-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.9-do.1/index.html.md): Fixed an issue where cluster subnet for a node can conflict - [1.13.5-do.1](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.5-do.1/index.html.md): Fixed an issue where cluster subnet for a node can conflict [Limited Availability] Support for custom VPC - [1.11.9-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.11.9-do.0/index.html.md): First 1.19.x release - [1.13.5-do.0](https://docs.digitalocean.com/products/kubernetes/details/changelog/unavailable/1.13.5-do.0/index.html.md): First 1.13.x release - [How to Set RoleBindings for Custom Roles](https://docs.digitalocean.com/products/kubernetes/how-to/set-up-custom-rolebindings/index.html.md): Fine-tune access to Kubernetes clusters using custom team roles. ## Custom Images Upload custom images to use guest operating systems and pre-packaged libraries on DigitalOcean Droplets. - [Custom Images Features](https://docs.digitalocean.com/products/custom-images/details/features/index.html.md): Once you upload a custom image to your DigitalOcean account, you can create Droplets based on that image. When you upload a custom image, you select a region for it to be available in. You can create Droplets based on a custom image in that region, and you … - [Custom Images Pricing](https://docs.digitalocean.com/products/custom-images/details/pricing/index.html.md): Custom images are free to upload and charged at $0.06 per GB per month to store. There is no additional charge to add an image to additional regions. When you create Droplets from a custom image, pricing is based on the Droplet price with no additional … - [Custom Images Availability](https://docs.digitalocean.com/products/custom-images/details/availability/index.html.md): Custom images are available in all regions. You can create Droplets from custom images in any region where you’ve added the image. - [Custom Images Limits](https://docs.digitalocean.com/products/custom-images/details/limits/index.html.md): Limits and known issues for custom images. - [Custom Images Quickstart](https://docs.digitalocean.com/products/custom-images/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [How to Upload Custom Images](https://docs.digitalocean.com/products/custom-images/how-to/upload/index.html.md): Upload custom images to a DigitalOcean account to create Droplets based on them. - [How to Add Custom Images to Additional Regions](https://docs.digitalocean.com/products/custom-images/how-to/add-regions/index.html.md): Make your custom image available in additional datacenter regions. - [How to Delete Custom Images](https://docs.digitalocean.com/products/custom-images/how-to/delete/index.html.md): Delete a custom image to permanently remove it from your account. - [How to Create Droplets from Custom Images](https://docs.digitalocean.com/products/custom-images/how-to/create-droplets/index.html.md): Create Droplets based on custom images you've uploaded to your account. ## Projects Create projects to organize your DigitalOcean resources into groups that fit the way you work. - [Projects Features](https://docs.digitalocean.com/products/projects/details/features/index.html.md): Projects are a high-level organizational tool designed to make it easier to focus and navigate the control panel when your infrastructure scales. Using projects lets you sort resources into groups that match what you use those resources for. You can … - [Projects Pricing](https://docs.digitalocean.com/products/projects/details/pricing/index.html.md): Projects are available at no cost. - [Projects Availability](https://docs.digitalocean.com/products/projects/details/availability/index.html.md): Projects are available for resources in all regions, and resources from multiple regions can belong to the same project. - [Projects Limits](https://docs.digitalocean.com/products/projects/details/limits/index.html.md): Limits and known issues for Projects. - [Projects Quickstart](https://docs.digitalocean.com/products/projects/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [How to Create Projects](https://docs.digitalocean.com/products/projects/how-to/create/index.html.md): Create projects to organize your resources in ways that align with how you use them. - [How to Move Resources between Projects](https://docs.digitalocean.com/products/projects/how-to/move-resources/index.html.md): Move resources between projects, either one at a time or in bulk, to reorganize as your infrastructure changes and grows. - [How to Delete Projects](https://docs.digitalocean.com/products/projects/how-to/delete/index.html.md): Delete an empty, non-default project to remove it from your account. ## Monitoring DigitalOcean Monitoring is a free, opt-in service that lets you track Droplet resource usage in real time, visualize performance metrics, and receive alerts via email or Slack to proactively manage your infrastructure's health. - [How to Install the DigitalOcean Metrics Agent](https://docs.digitalocean.com/products/monitoring/how-to/install-metrics-agent/index.html.md): Install the DigitalOcean metrics agent to enable extended Droplet monitoring. - [How to Install the DigitalOcean Metrics Agent Using the Metrics Agent Repository](https://docs.digitalocean.com/products/monitoring/how-to/install-metrics-agent-repository/index.html.md): Install the DigitalOcean metrics agent manually by configuring the repository directly. - [How to Uninstall the DigitalOcean Metrics Agent](https://docs.digitalocean.com/products/monitoring/how-to/uninstall-metrics-agent/index.html.md): Uninstall the DigitalOcean metrics agent from your Droplet to stop monitoring and remove related system resources. - [How to Create, Edit, and Delete Resource Alerts](https://docs.digitalocean.com/products/monitoring/how-to/manage-alerts/index.html.md): Create, edit, view, and delete resource alerts to monitor your Droplets and receive notifications when key metrics exceed or fall below thresholds you define. - [How to Upgrade Your Legacy Metrics Agent](https://docs.digitalocean.com/products/monitoring/how-to/upgrade-legacy-agent/index.html.md): Remove the legacy metrics agent and install the newer Prometheus-based version to restore extended metrics visibility. - [Monitoring Support](https://docs.digitalocean.com/products/monitoring/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [Monitoring Features](https://docs.digitalocean.com/products/monitoring/details/features/index.html.md): Monitor Droplets with system-level metrics, visual graphs, customizable alerts, and more. - [Monitoring Pricing](https://docs.digitalocean.com/products/monitoring/details/pricing/index.html.md): DigitalOcean Monitoring is provided at no additional cost. - [Monitoring Availability](https://docs.digitalocean.com/products/monitoring/details/availability/index.html.md): Regional datacenter availability for DigitalOcean Monitoring. - [Monitoring Quickstart](https://docs.digitalocean.com/products/monitoring/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Monitoring Limits](https://docs.digitalocean.com/products/monitoring/details/limits/index.html.md): Limits and known issues for DigitalOcean Monitoring. - [Monitoring Metrics](https://docs.digitalocean.com/products/monitoring/concepts/metrics/index.html.md): Understand the key metrics (CPU, memory, disk, and bandwidth) used by Monitoring to track your Droplet's performance and overall health. ## Networking Secure and control the traffic to your applications with VPC networking, traffic filtering, and load balancing. - [VPC Features](https://docs.digitalocean.com/products/networking/vpc/details/features/index.html.md): A Virtual Private Cloud (VPC) is a private network interface for collections of DigitalOcean resources. VPC networks are private networks that contain collections of resources that are isolated from the public internet and other VPC networks within your … - [DNS Features](https://docs.digitalocean.com/products/networking/dns/details/features/index.html.md): DigitalOcean’s DNS tools let you manage DNS records for DigitalOcean and non-DigitalOcean resources in the same place you manage your infrastructure. Supported Records We currently support the following record types: A AAAA CAA CNAME MX NS PTR TXT SRV Our … - [Firewalls Features](https://docs.digitalocean.com/products/networking/firewalls/details/features/index.html.md): Firewalls place a barrier between your servers and other machines on the network to protect them from external attacks. Firewalls can be host-based, which are configured on a per-server basis using services like IPTables or UFW. Others, like DigitalOcean … - [IPv6 Features](https://docs.digitalocean.com/products/networking/ipv6/details/features/index.html.md): IPv6 is the most recent version of the IP protocol. In addition to improvements on the protocol itself, IPv6’s massive increase in available address space makes it less vulnerable to brute force–style security exploits, like ones which scan an entire … - [Load Balancers Features](https://docs.digitalocean.com/products/networking/load-balancers/details/features/index.html.md): Using a load balancer as a gateway gives you the flexibility to change your backend infrastructure without affecting the availability of your services, enabling seamless scaling, rolling deployments, large architecture redesigns, and more. Additionally, … - [Reserved IP Features](https://docs.digitalocean.com/products/networking/reserved-ips/details/features/index.html.md): Reserved IPs let you redirect network traffic between any of your Droplets within the same datacenter. Assigning a reserved IP to a Droplet doesn’t replace or change its original public IP address. You can use reserved IPs to create server infrastructures … - [VPC Pricing](https://docs.digitalocean.com/products/networking/vpc/details/pricing/index.html.md): VPC Networks Network traffic is free within a VPC network or between peered VPC networks in the same datacenter. VPC Peering Bandwidth between peered VPC networks in two different datacenters costs $0.01 per GiB. VPC NAT Gateway NAT Gateways cost $40.00 … - [DNS Pricing](https://docs.digitalocean.com/products/networking/dns/details/pricing/index.html.md): DNS management is free. - [Firewalls Pricing](https://docs.digitalocean.com/products/networking/firewalls/details/pricing/index.html.md): DigitalOcean Cloud Firewalls are available at no additional cost. - [IPv6 Pricing](https://docs.digitalocean.com/products/networking/ipv6/details/pricing/index.html.md): IPv6 support is available for Droplets at no additional cost. Because all IPv6 traffic uses a public network interface, bandwidth charges apply. - [Load Balancers Pricing](https://docs.digitalocean.com/products/networking/load-balancers/details/pricing/index.html.md): DigitalOcean offers two different types of load balancers: regional and global. Each type of load balancer has different pricing and inclusions. Global Load Balancers Global load balancers cost $15.00 per month and include the following: 25 million … - [Reserved IPs Pricing](https://docs.digitalocean.com/products/networking/reserved-ips/details/pricing/index.html.md): All reserved IPs are free when assigned to a Droplet. Reserved IPv4 addresses cost $5.00 per month ($0.01 per hour) when reserved but not assigned to a Droplet, due to the shortage of available IPv4 addresses. You are not billed unless you accrue $1 or … - [VPC Availability](https://docs.digitalocean.com/products/networking/vpc/details/availability/index.html.md): Regional datacenter availability for VPC networks, VPC peering, and Partner Network Connect. - [DNS Availability](https://docs.digitalocean.com/products/networking/dns/details/availability/index.html.md): DNS management is available for DigitalOcean resources in all regions as well as non-DigitalOcean resources. - [Firewalls Availability](https://docs.digitalocean.com/products/networking/firewalls/details/availability/index.html.md): Cloud firewalls are available in every region. A cloud firewall’s rules can include Droplets from any datacenter. - [IPv6 Availability](https://docs.digitalocean.com/products/networking/ipv6/details/availability/index.html.md): IPv6 is available for Droplets in every region. - [Load Balancers Availability](https://docs.digitalocean.com/products/networking/load-balancers/details/availability/index.html.md): Datacenter availability for regional and global load balancers. - [Reserved IP Availability](https://docs.digitalocean.com/products/networking/reserved-ips/details/availability/index.html.md): Reserved IPv4 addresses are available in all datacenters. Reserved IPv6 addresses are available in all datacenters. All reserved IP addresses are region-specific resources and can only be assigned to Droplets within the same datacenter. BYOIP is available … - [VPC Limit](https://docs.digitalocean.com/products/networking/vpc/details/limits/index.html.md): Limits and known issues for VPC. - [DNS Limits](https://docs.digitalocean.com/products/networking/dns/details/limits/index.html.md): Limits and known issues for DNS. - [Firewalls Limits](https://docs.digitalocean.com/products/networking/firewalls/details/limits/index.html.md): Limits and known issues for Firewalls. - [IPv6 Limits](https://docs.digitalocean.com/products/networking/ipv6/details/limits/index.html.md): Limits and known issues for IPv6. - [Load Balancers Limits](https://docs.digitalocean.com/products/networking/load-balancers/details/limits/index.html.md): Limits and known issues for load balancers. - [Reserved IP Limits](https://docs.digitalocean.com/products/networking/reserved-ips/details/limits/index.html.md): Limits and known issues for Reserved IPs. - [VPC Quickstart](https://docs.digitalocean.com/products/networking/vpc/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [DNS Quickstart](https://docs.digitalocean.com/products/networking/dns/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Firewalls Quickstart](https://docs.digitalocean.com/products/networking/firewalls/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [IPv6 Quickstart](https://docs.digitalocean.com/products/networking/ipv6/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Load Balancer Quickstart](https://docs.digitalocean.com/products/networking/load-balancers/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Reserved IP Quickstart](https://docs.digitalocean.com/products/networking/reserved-ips/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [VPC Support](https://docs.digitalocean.com/products/networking/vpc/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [DNS Support](https://docs.digitalocean.com/products/networking/dns/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [Firewalls Support](https://docs.digitalocean.com/products/networking/firewalls/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [IPv6 Support](https://docs.digitalocean.com/products/networking/ipv6/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [Load Balancer Support](https://docs.digitalocean.com/products/networking/load-balancers/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [Reserved IP Support](https://docs.digitalocean.com/products/networking/reserved-ips/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [How to Create a VPC](https://docs.digitalocean.com/products/networking/vpc/how-to/create/index.html.md): Create a VPC and add resources like Droplets, load balancers, managed databases, and Kubernetes clusters to it. - [How to Create Regional Load Balancers](https://docs.digitalocean.com/products/networking/load-balancers/how-to/create/index.html.md): Create a load balancer and choose its backend Droplets to improve the availability and flexibility of your infrastructure. - [How to Destroy a VPC](https://docs.digitalocean.com/products/networking/vpc/how-to/destroy/index.html.md): Permanently delete VPC networks from your account. - [How to Add Domains](https://docs.digitalocean.com/products/networking/dns/how-to/add-domains/index.html.md): Add a domain to your DigitalOcean account to manage its DNS records from the control panel and API. - [How to Create Firewalls](https://docs.digitalocean.com/products/networking/firewalls/how-to/create/index.html.md): Create a cloud firewall to restrict network traffic to and from specified Droplets. - [How to Create and Set Up Global Load Balancers](https://docs.digitalocean.com/products/networking/load-balancers/how-to/create-global-load-balancer/index.html.md): Create a global load balancer, choose its backend resources, and connect a domain to it. - [How to Create Reserved IPs](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/create/index.html.md): Create a reserved IP and assign it to a Droplet to use it as an additional publicly-accessible IP address. - [How to Enable IPv6 on Droplets](https://docs.digitalocean.com/products/networking/ipv6/how-to/enable/index.html.md): Enable IPv6 on a Droplet to gain access to its 16 configurable IPv6 addresses. - [How to Delete Reserved IPs](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/delete/index.html.md): Delete reserved IPs to permanently remove them from your account. - [How to Enable Additional IPv6 Addresses](https://docs.digitalocean.com/products/networking/ipv6/how-to/configure-additional-addresses/index.html.md): Each Droplet is allotted 16 IPv6 addresses, one of which is configured automatically. Configure additional IPv6 addresses within this range to use different addresses for different purposes. - [How to Configure Firewall Rules](https://docs.digitalocean.com/products/networking/firewalls/how-to/configure-rules/index.html.md): Create, modify, or delete firewall rules to restrict Droplets' inbound and outbound traffic based on ports, sources, and destinations. - [How to Create, Edit, and Delete DNS Records](https://docs.digitalocean.com/products/networking/dns/how-to/manage-records/index.html.md): Create and configure DNS records for domains managed on DigitalOcean. - [How to Add and Remove Droplets from Firewalls](https://docs.digitalocean.com/products/networking/firewalls/how-to/manage-droplets/index.html.md): Add Droplets to a firewall by name or by tag to apply the firewall's rules. - [How to Disable IPv4 and Only Use IPv6](https://docs.digitalocean.com/products/networking/ipv6/how-to/disable-ipv4/index.html.md): Disable IPv4 to rely solely on IPv6. - [How to Manage CAA Records](https://docs.digitalocean.com/products/networking/dns/how-to/create-caa-records/index.html.md): Create CAA records to specify which certificate authorities are permitted to issue certificates for a domain. - [How to Reassign or Unassign Reserved IPs](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/modify/index.html.md): Reassign reserved IPs to different Droplets within the same datacenter or unassign them entirely. - [How to Delete Domains](https://docs.digitalocean.com/products/networking/dns/how-to/delete-domains/index.html.md): Remove domains and their records from your account to stop managing their DNS records on DigitalOcean. - [How to Manually Enable Reserved IPs](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/manually-enable/index.html.md): Manually configure Droplets to enable reserved IPv4 and IPv6 addresses. - [How to View All Firewall Rules Applied to a Droplet](https://docs.digitalocean.com/products/networking/firewalls/how-to/view-rules-for-droplet/index.html.md): View the full set of firewall rules applied to a Droplet from all cloud firewalls. - [How to Find Information about Droplet Anchor IPs](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/find-anchor-ips/index.html.md): Bind public services to your Droplet's anchor IP to make them highly available through a reserved IP. - [How to Organize DigitalOcean Cloud Firewalls](https://docs.digitalocean.com/products/networking/firewalls/concepts/organization/index.html.md): Learn how to organize infrastructure involving cloud firewalls, like splitting rules across firewalls by role and using tags. - [How to Send Outbound Traffic Over a Reserved IP](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/outbound-traffic/index.html.md): Send outbound traffic from your Droplet over a reserved IP address. - [How to Destroy Firewalls](https://docs.digitalocean.com/products/networking/firewalls/how-to/destroy/index.html.md): Destroy a firewall to remove it permanently from your account. Destroying a firewall does not destroy the Droplets that were associated with it. - [How to Provision a BYOIP Prefix](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/provision-byoip/index.html.md): Provision a BYOIP prefix to assign your own IP addresses to Droplets. - [How to Add New Resources to a VPC Network](https://docs.digitalocean.com/products/networking/vpc/how-to/add-resources/index.html.md): Automatically add new resources to a VPC network when you create them. - [How to Deprovision a BYOIP Prefix](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/deprovision-byoip/index.html.md): Deprovision a BYOIP prefix to remove it from your account. - [How to Pause or Resume BYOIP Prefix Advertisement](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/pause-byoip/index.html.md): Pause or resume BYOIP prefix advertisement to control its accessibility from the internet. - [How to Assign BYOIP IPs](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/assign-byoip-ip/index.html.md): Assign an IP address from your BYOIP prefix to a Droplet. - [How to Reassign or Unassign BYOIP IPs](https://docs.digitalocean.com/products/networking/reserved-ips/how-to/modify-byoip-ip/index.html.md): Reassign or Unassign a BYOIP IP address from a Droplet. - [How to Migrate Resources Into and Between VPC Networks](https://docs.digitalocean.com/products/networking/vpc/how-to/migrate-resources/index.html.md): Migrate existing Droplets and managed databases into and between VPC networks. - [How to Manage Regional Load Balancers](https://docs.digitalocean.com/products/networking/load-balancers/how-to/manage/index.html.md): View and modify a load balancer's backend Droplet pool, view graphs of traffic patterns and infrastructure health, and customize the load balancer's forwarding rules, sticky sessions, health checks, SSL forwarding, and PROXY protocol. - [How to Manage Global Load Balancers](https://docs.digitalocean.com/products/networking/load-balancers/how-to/manage-global-load-balancers/index.html.md): View and modify the global load balancer's domains, sticky sessions, health checks, and other settings. - [How to Scale Regional Load Balancers](https://docs.digitalocean.com/products/networking/load-balancers/how-to/scale/index.html.md): Scale a load balancer to better match its performance to its workload. - [How to Enable VPC Networking on Existing Droplets](https://docs.digitalocean.com/products/networking/vpc/how-to/enable/index.html.md): Manually enable VPC networking on an existing Droplet. - [How to Set a Default VPC](https://docs.digitalocean.com/products/networking/vpc/how-to/set-default-vpc/index.html.md): Set a default VPC for a datacenter region. - [How to Configure Backend Droplets for Network Load Balancers](https://docs.digitalocean.com/products/networking/load-balancers/how-to/configure-droplets-for-nlb/index.html.md): Configure backend Droplets to work with network load balancers. - [How to Use the VPC-local DNS Resolver](https://docs.digitalocean.com/products/networking/vpc/how-to/use-local-dns-resolver/index.html.md): Use the VPC-local DNS resolver for improved performance and reliability. - [How to Configure SSL Passthrough](https://docs.digitalocean.com/products/networking/load-balancers/how-to/ssl-passthrough/index.html.md): Set up SSL passthrough to send encrypted SSL requests directly to the backend Droplet pool via the VPC network. This secures the traffic between the load balancers and the backend Droplets. - [How to Destroy Load Balancers](https://docs.digitalocean.com/products/networking/load-balancers/how-to/destroy/index.html.md): Destroy a load balancer to permanently and irreversibly remove it from your account. - [How to Balance TCP Traffic](https://docs.digitalocean.com/products/networking/load-balancers/how-to/tcp/index.html.md): Use TCP load balancing for applications that don't speak HTTP. - [How to Create a VPC Peering](https://docs.digitalocean.com/products/networking/vpc/how-to/create-peering/index.html.md): Create a VPC peering to connect two VPCs. - [How to Add a Subdomain to Your Domain](https://docs.digitalocean.com/products/networking/dns/how-to/add-subdomain/index.html.md): A guide to setting up additional hostnames and verifying them using the Community DNS Lookup tool - [How to Download DNS Zone Files](https://docs.digitalocean.com/products/networking/dns/how-to/download-zone-file/index.html.md): Download your domain's DNS zone file so you can migrate DNS zone configurations. - [How to Destroy a VPC Peering](https://docs.digitalocean.com/products/networking/vpc/how-to/destroy-peering/index.html.md): Permanently destroy a VPC peering connection. - [How to Update Routes to Enable VPC Peering](https://docs.digitalocean.com/products/networking/vpc/how-to/update-peering-routes/index.html.md): Update routing tables to enable VPC peering. - [How to Create a NAT Gateway](https://docs.digitalocean.com/products/networking/vpc/how-to/create-nat-gateway/index.html.md): Create a NAT Gateway to centralize outbound access for resources on a VPC. - [How to Destroy a NAT Gateway](https://docs.digitalocean.com/products/networking/vpc/how-to/destroy-nat-gateway/index.html.md): Permanently destroy a NAT Gateway by deleting it via the control panel, command line, or API. - [How to Configure Droplets for NAT Gateway](https://docs.digitalocean.com/products/networking/vpc/how-to/configure-droplet-nat-gateway/index.html.md): Configure IP routes to direct backend Droplet traffic through NAT gateway. - [How to Configure DOKS for NAT Gateway](https://docs.digitalocean.com/products/networking/vpc/how-to/configure-doks-nat-gateway/index.html.md): Use the routing agent to route DOKS traffic through a NAT gateway - [How to Create a Partner Attachment](https://docs.digitalocean.com/products/networking/vpc/how-to/create-partner-attachment/index.html.md): Create a partner attachment to connect VPCs to other clouds or on-premesis networks. - [How to Destroy a Partner Attachment](https://docs.digitalocean.com/products/networking/vpc/how-to/destroy-partner-attachment/index.html.md): Permanently destroy a partner attachment by deleting it via the control panel or API. This action irreversibly removes the connection. - [How to Edit a Partner Attachment's VPC Networks](https://docs.digitalocean.com/products/networking/vpc/how-to/edit-partner-attachment-vpc/index.html.md): Use a partner attachment's Overview page to add and remove VPC networks - [How to Add High Availability to a Partner Attachment](https://docs.digitalocean.com/products/networking/vpc/how-to/add-ha-to-partner-attachment/index.html.md): Add high availability to a partner attachment to increase its reliability with a redundant connection. - [How to Troubleshoot a Partner Attachment](https://docs.digitalocean.com/products/networking/vpc/how-to/troubleshoot-partner-attachment/index.html.md): Troubleshoot issues with a partner attachment. - [Load Balancer Status](https://docs.digitalocean.com/products/networking/load-balancers/concepts/load-balancer-status/index.html.md): The statuses reflect how many nodes in a load balancer pass their latest health check. - [Best Practices for Performance on DigitalOcean Load Balancers](https://docs.digitalocean.com/products/networking/load-balancers/concepts/best-practices/index.html.md): Get the best performance from your load balancers based on your use case and application architecture, like using HTTP/2, and enabling Droplet monitoring. - [How to Plan Your Custom VPC Network](https://docs.digitalocean.com/products/networking/vpc/concepts/plan-your-network/index.html.md): Determine the right size for your custom VPC network and learn how to calculate its IP range. - [Use VPC Networks to Secure Your Servers and Other Best Practices](https://docs.digitalocean.com/products/networking/vpc/concepts/best-practices/index.html.md): Develop your infrastructure securely by isolating groups of resources using a VPC and implementing other best security practices. - [How to Configure SSL Termination](https://docs.digitalocean.com/products/networking/load-balancers/how-to/ssl-termination/index.html.md): Set up SSL termination to decrypt SSL requests at the load balancer and send them unencrypted to the backend Droplet pool via the private network. - [How to Work with DigitalOcean Load Balancers Using doctl](https://docs.digitalocean.com/products/networking/load-balancers/getting-started/with-doctl/index.html.md): Use the official command-line client for DigitalOcean’s API to create and configure a load balancer for multiple backend web servers. - [Point to DigitalOcean Name Servers From Common Domain Registrars](https://docs.digitalocean.com/products/networking/dns/getting-started/dns-registrars/index.html.md): Instructions on how to set up DNS records with various registrars. ## Volumes Block Storage Volumes are network-based block devices that provide additional data storage for Droplets. - [Volume Quickstart](https://docs.digitalocean.com/products/volumes/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [How to Create and Set Up Volumes for Use with Droplets](https://docs.digitalocean.com/products/volumes/how-to/create/index.html.md): Create, format, and mount volumes for use with Droplets. - [How to Detach and Delete Volumes](https://docs.digitalocean.com/products/volumes/how-to/delete-detach/index.html.md): Detach or permanently delete volumes from Droplets. - [How to Increase the Size of DigitalOcean Volumes Block Storage](https://docs.digitalocean.com/products/volumes/how-to/increase-size/index.html.md): Scale up the amount of storage space available on a volume. - [Volume Features](https://docs.digitalocean.com/products/volumes/details/features/index.html.md): We offer Volume storage features like flexible block storage, snapshot support, SSD performance with bursting, encrypted Ceph-backed durability, and more. - [Volumes Support](https://docs.digitalocean.com/products/volumes/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [Volume Pricing](https://docs.digitalocean.com/products/volumes/details/pricing/index.html.md): Billing and pricing information for DigitalOcean Volumes Block Storage. - [How to Move Volumes between Droplets](https://docs.digitalocean.com/products/volumes/how-to/move-between-droplets/index.html.md): Move volumes between Droplets in the same region, or use snapshots to move volumes to Droplets in different regions. - [Volume Availability](https://docs.digitalocean.com/products/volumes/details/availability/index.html.md): Regional datacenter availability for DigitalOcean Volumes Block Storage. - [How to Mount and Unmount Volumes](https://docs.digitalocean.com/products/volumes/how-to/mount-unmount/index.html.md): Manually mount, persistently mount, and unmount volumes on Droplets. - [Volume Limits](https://docs.digitalocean.com/products/volumes/details/limits/index.html.md): Limits and known issues for DigitalOcean Volumes Block Storage. - [Naming Conventions for DigitalOcean Volumes Block Storage](https://docs.digitalocean.com/products/volumes/details/naming-conventions/index.html.md): How DigitalOcean Volume names map to device identifiers, mount points, and systemd unit files. - [How to Create Partitions on DigitalOcean Volumes Block Storage](https://docs.digitalocean.com/products/volumes/how-to/partition/index.html.md): Partition volumes to divide a single storage device into smaller units that you can manage independently. - [How to Expand Partitions After Resizing a Volume](https://docs.digitalocean.com/products/volumes/how-to/expand-partitions/index.html.md): After you resize a partitioned volume to increase its available amount of disk, rewrite the partition table and expand the filesystem to use the new space. ## Backups Enable backups to automatically create system-level disk images weekly or daily with no configuration required. - [Backups Features](https://docs.digitalocean.com/products/backups/details/features/index.html.md): Backups are automatically-created disk images of Droplets. Enabling backups for Droplets enables system-level backups, which provides a way to revert to an older state or create new Droplets. - [Backups Pricing](https://docs.digitalocean.com/products/backups/details/pricing/index.html.md): Backup costs depend on the type of chosen plan. Basic plans add a flat percentage of the Droplet’s cost to the monthly bill, while usage-based plans add a flat rate per GiB of a backup’s restorable file size. For the basic plans, weekly backups for a … - [Backups Availability](https://docs.digitalocean.com/products/backups/details/availability/index.html.md): - [Backups Limits](https://docs.digitalocean.com/products/backups/details/limits/index.html.md): Limits and known issues for backups. - [Backups Quickstart](https://docs.digitalocean.com/products/backups/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Backups Support](https://docs.digitalocean.com/products/backups/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [How to Enable Backups](https://docs.digitalocean.com/products/backups/how-to/enable/index.html.md): Enable backups for a Droplet for automatic, system-level backups. - [How to Create or Restore Droplets from Backups](https://docs.digitalocean.com/products/backups/how-to/create-and-restore/index.html.md): Create a new Droplet from a backup or restore an Droplet to an older point in time. - [How to Convert Backups to Snapshots](https://docs.digitalocean.com/products/backups/how-to/convert-to-snapshot/index.html.md): Convert a backup to a snapshot to store the image indefinitely in your DigitalOcean team. - [How to Disable Backups](https://docs.digitalocean.com/products/backups/how-to/disable/index.html.md): Disable backups on a Droplet to stop automatic backups for that Droplet. ## Droplets DigitalOcean Droplets are Linux-based virtual machines (VMs). Each Droplet you create is a new server you can use. Choose from a variety of Droplet plans to get right resources (like CPU, RAM, and storage) for your workload. - [Droplet Features](https://docs.digitalocean.com/products/droplets/details/features/index.html.md): We offer CPU and GPU plans for various Linux-based Droplets. Droplets integrate with other DigitalOcean offerings, like autoscale pools, tags, reserved IPs, volumes, cloud firewalls, DigitalOcean Load Balancers, and more. - [Droplet Pricing](https://docs.digitalocean.com/products/droplets/details/pricing/index.html.md): Billing and pricing information for CPU and GPU Droplets, including bandwidth charges. - [Droplet Availability](https://docs.digitalocean.com/products/droplets/details/availability/index.html.md): Regional datacenter availability for Droplets. - [Linux Images for Droplets](https://docs.digitalocean.com/products/droplets/details/images/index.html.md): Reference tables for available Linux images for Droplets, including the image IDs and API/CLI slugs. - [Droplet Limits](https://docs.digitalocean.com/products/droplets/details/limits/index.html.md): Limits and known issues for Droplets. - [Droplet Quickstart](https://docs.digitalocean.com/products/droplets/getting-started/quickstart/index.html.md): Just the essentials to go from zero to working in a few minutes. - [Set up a Production-Ready Droplet](https://docs.digitalocean.com/products/droplets/getting-started/recommended-droplet-setup/index.html.md): Create a new Droplet with our recommended configuration for improved security, reliability, and monitoring. - [Recommended Drivers and Software for DigitalOcean Gradient™ AI GPU Droplets](https://docs.digitalocean.com/products/droplets/getting-started/recommended-gpu-setup/index.html.md): Follow our recommended setup for drivers and software on GPU Droplets to use their GPUs. - [Droplets Support](https://docs.digitalocean.com/products/droplets/support/index.html.md): Get help with technical support and answers to frequently asked questions. - [How to Create a Droplet](https://docs.digitalocean.com/products/droplets/how-to/create/index.html.md): Create Droplets and customize the image, plan, authentication method, and quantity of Droplets you want. - [How to Provide User Data During Droplet Creation](https://docs.digitalocean.com/products/droplets/how-to/provide-user-data/index.html.md): Automate Droplet configuration by providing user data to a Droplet during creation. - [Choosing the Right CPU Droplet Plan](https://docs.digitalocean.com/products/droplets/concepts/choosing-a-plan/index.html.md): In-depth comparisons of available CPU Droplet plans, including hardware and software, an explanation of shared CPU and dedicated CPU plans, and how to make a data-driven decision on which plan is best for your use case. - [Considerations when Downsizing to a Smaller Droplet](https://docs.digitalocean.com/products/droplets/concepts/downsizing-considerations/index.html.md): Recommendations for downsizing Droplets, including making backups, manging DNS records and IP addresses, and migrating files. - [How to Connect to Droplets with the Droplet Console](https://docs.digitalocean.com/products/droplets/how-to/connect-with-console/index.html.md): Use the Droplet Console from a web browser to connect to Droplets for native-like terminal access to your remote server. - [How to Transfer Files to Droplets With FileZilla](https://docs.digitalocean.com/products/droplets/how-to/transfer-files/index.html.md): Securely move files between Droplets and your local machine using FileZilla, an open-source FTP client. - [Package Mirrors](https://docs.digitalocean.com/products/droplets/details/mirrors/index.html.md): Mirrors of upstream Linux package archives (Debian, Ubuntu) are available at mirrors.digitalocean.com. - [Image Deprecation Policy](https://docs.digitalocean.com/products/droplets/details/image-deprecation/index.html.md): Information on the distribution versions we provide and our policies on updating and deprecating images. - [How to Tag Droplets](https://docs.digitalocean.com/products/droplets/how-to/tag/index.html.md): Organize Droplets with tags to group and filter Droplets by role, automatically include Droplets in firewall or load balancer configurations, or target multiple Droplets at once with the API. - [How to Track Performance with Droplet Graphs](https://docs.digitalocean.com/products/droplets/how-to/track-performance/index.html.md): Monitor Droplet performance with default graphs for bandwidth, CPU usage, and disk I/O. Install the DigitalOcean metrics agent for extended graphs like CPU load average, memory usage, and disk usage. - [How to Resize Droplets for Vertical Scaling](https://docs.digitalocean.com/products/droplets/how-to/resize/index.html.md): Resize a Droplet to change the amount of CPU and RAM a Droplet has, optionally add additional disk space, or change to a different type of Droplet plan or CPU. - [How to Use Droplet Autoscale Pools for Automatic Horizontal Scaling](https://docs.digitalocean.com/products/droplets/how-to/use-autoscale-pools/index.html.md): Create a Droplet autoscale pool to enable automatic horizontal scaling based on resource utilization or a fixed size. - [How to Access Information about a Droplet using the Metadata API](https://docs.digitalocean.com/products/droplets/how-to/access-metadata/index.html.md): Use the Droplet metadata service to programmatically query a Droplet for information about itself. - [How to Rebuild Droplets](https://docs.digitalocean.com/products/droplets/how-to/rebuild/index.html.md): Overwrite the entirety of a Droplet's disk with an image you select. - [How to Install or Uninstall the DigitalOcean Droplet Agent](https://docs.digitalocean.com/products/droplets/how-to/manage-agent/index.html.md): Install the Droplet agent on older Droplets to enable features like the Droplet Console, or uninstall the agent to remove access. - [Droplet Policies](https://docs.digitalocean.com/products/droplets/details/policies/index.html.md): Droplet access and user responsibility. - [How to Destroy a Droplet from the DigitalOcean Control Panel](https://docs.digitalocean.com/products/droplets/how-to/destroy/index.html.md): Destroy a Droplet to permanently and irreversibly destroy the Droplet and its contents. - [Live Migrations](https://docs.digitalocean.com/products/droplets/details/live-migration/index.html.md): An overview of what live migrations are and how they affect users. - [How to Create DigitalOcean Gradient™ AI GPU Droplets](https://docs.digitalocean.com/products/droplets/how-to/gpu/create/index.html.md): Create GPU Droplets and choose the image, plan, datacenter, authentication method, and additional options. - [How to Use the Scratch Disk on DigitalOcean Gradient™ AI GPU Droplets](https://docs.digitalocean.com/products/droplets/how-to/gpu/use-scratch-disk/index.html.md): Set up automatic mounting for the scratch disk on GPU Droplets. - [How to Enable GPU Metrics on DigitalOcean Gradient™ AI GPU Droplets with DCGM](https://docs.digitalocean.com/products/droplets/how-to/gpu/enable-metrics/index.html.md): Install the NVIDIA Data Center GPU Manager (DCGM) and DCGM Exporter to enable health monitoring, diagnostics, and process statistics for NVIDIA GPUs on GPU Droplets. - [How to Enable Jumbo Frames on DigitalOcean Gradient™ AI GPU Droplets](https://docs.digitalocean.com/products/droplets/how-to/gpu/enable-jumbo-frames/index.html.md): Enable jumbo frames, which are data packets with larger payloads than standard, on GPU Droplets. - [How to Connect to your Droplet with OpenSSH](https://docs.digitalocean.com/products/droplets/how-to/connect-with-ssh/openssh/index.html.md): Use a terminal on a Linux, macOS, or Windows computer to connect to Droplets with SSH. - [How to Create SSH Keys with OpenSSH on MacOS or Linux](https://docs.digitalocean.com/products/droplets/how-to/add-ssh-keys/create-with-openssh/index.html.md): Use OpenSSH to create new SSH keys on MacOS, Linux, or Windows Subsystem for Linux. - [How to Switch to Internal Kernel Management with the DigitalOcean GrubLoader Kernel](https://docs.digitalocean.com/products/droplets/how-to/kernel/grubloader/index.html.md): Use the DigitalOcean GrubLoader kernel to allow a legacy Droplet with external kernel management to use internally-managed kernels. - [How to Connect to your Droplet with PuTTY on Windows](https://docs.digitalocean.com/products/droplets/how-to/connect-with-ssh/putty/index.html.md): Use PuTTY on a Windows computer to connect to Droplets with SSH. - [How to Create SSH Keys with PuTTY on Windows](https://docs.digitalocean.com/products/droplets/how-to/add-ssh-keys/create-with-putty/index.html.md): Use PuTTY to create SSH keys on Windows systems without Bash. - [How to Upgrade to the Latest Kernel](https://docs.digitalocean.com/products/droplets/how-to/kernel/upgrade/index.html.md): Upgrade a Droplet's internal kernel to the latest supported version. - [How to Boot into a Specific Kernel Version](https://docs.digitalocean.com/products/droplets/how-to/kernel/use-non-default/index.html.md): Modify your Droplet to boot into a specific, non-default kernel version. - [How to Upload an SSH Public Key to an Existing Droplet](https://docs.digitalocean.com/products/droplets/how-to/add-ssh-keys/to-existing-droplet/index.html.md): Add an SSH public key to an existing Droplet to be able to log in using that keypair. - [Autoscale Pool Concepts](https://docs.digitalocean.com/products/droplets/concepts/autoscale-pools/index.html.md): Conceptual and technical details on Droplet autoscale pools, like what happens during scaling events, how the size of the pool is calculated, and when to scale. - [How to Configure Multi-Node GPU Droplets](https://docs.digitalocean.com/products/droplets/how-to/gpu/configure-multi-node/index.html.md): Configure multi-node GPU Droplets, including some manual configuration for NIC addressing. - [How to Recover Data from Droplets with the Recovery ISO](https://docs.digitalocean.com/products/droplets/how-to/recovery/recovery-iso/index.html.md): Use DigitalOcean’s recovery ISO with the Recovery Console to regain access to and perform data recovery operations on your Droplet, like getting access to an interactive shell, running fsck, or chrooting into the system. - [How Recover Access to Droplets using the Recovery Console](https://docs.digitalocean.com/products/droplets/how-to/recovery/recovery-console/index.html.md): Use the Recovery Console to recover access to a Droplet. It provides out-of-band access regardless of your network settings. It emulates the access you would have if you were sitting down with a keyboard and monitor attached to the actual server. ## Spaces Object Storage Spaces Object Storage is an S3-compatible service for storing and serving large amounts of data. - [Spaces Features](https://docs.digitalocean.com/products/spaces/details/features/index.html.md): DigitalOcean Spaces provides scalable, S3-compatible object storage with integrated CDN, high availability, and secure data transfer. - [Spaces Pricing](https://docs.digitalocean.com/products/spaces/details/pricing/index.html.md): Billing and pricing information for DigitalOcean Spaces, including storage and bandwidth costs. - [Spaces Availability](https://docs.digitalocean.com/products/spaces/details/availability/index.html.md): Regional datacenter availability for Spaces. - [Spaces Limits](https://docs.digitalocean.com/products/spaces/details/limits/index.html.md): Limits and known issues for Spaces. - [Spaces Quickstart](https://docs.digitalocean.com/products/spaces/getting-started/quickstart/index.html.md): Creating a Space, uploading files and folders, and managing file permissions. - [How to Create a Spaces Bucket](https://docs.digitalocean.com/products/spaces/how-to/create/index.html.md): Create a Spaces bucket to store and serve large amounts of data. Create multiple Spaces buckets at no additional cost to use as logical units for segmenting content. - [How to Upload, Download, and Delete Files](https://docs.digitalocean.com/products/spaces/how-to/add-and-remove-files/index.html.md): Upload files from your local computer to make them available in a Spaces bucket, download files from a bucket to your local computer, and delete files from a bucket to stop serving them. - [How to Organize Files with Folders](https://docs.digitalocean.com/products/spaces/how-to/use-folders/index.html.md): Use folders to organize files in a Space and make them conceptually easier to manage. - [How to Destroy Spaces](https://docs.digitalocean.com/products/spaces/how-to/destroy/index.html.md): Destroy a Spaces bucket to permanently and irrecoverably destroy the bucket and all of the files in it. Your Spaces subscription ends automatically when you destroy your last bucket. - [How to Migrate Spaces with Flexify.IO](https://docs.digitalocean.com/products/spaces/how-to/migrate/index.html.md): Migrate buckets to and from DigitalOcean Spaces with Flexify.IO - [Transfer DigitalOcean Spaces Buckets Between Regions Using Rclone](https://docs.digitalocean.com/products/spaces/how-to/transfer-between-regions/index.html.md): Migrate data between regions by using Rclone to transfer data between two Spaces buckets. - [How to Share Links to Files with File Permissions and Presigned URLs](https://docs.digitalocean.com/products/spaces/how-to/set-file-permissions/index.html.md): Choose how you share files by setting the file permissions to public (visible to the internet) or private (visible to owners of the bucket). Use presigned URLs to give time-bound access to private files. - [How to Set File Listing Permissions for Spaces](https://docs.digitalocean.com/products/spaces/how-to/set-file-listing-permissions/index.html.md): Set the permissions of a Spaces bucket's file listing, which is an XML list of the bucket's contents, to public (visible to anyone on the internet) or private (visible only to users with access keys to the bucket). - [How to Manage Access to Spaces](https://docs.digitalocean.com/products/spaces/how-to/manage-access/index.html.md): Allow people or programs to co-manage Spaces with the owner of the Spaces bucket using access keys or DigitalOcean Teams. - [How to Configure Spaces Access Logs](https://docs.digitalocean.com/products/spaces/how-to/access-logs/index.html.md): Enable access logs for Spaces buckets to automatically generate logs for object modifications and requests to the bucket's origin and CDN endpoints. - [How to Enable the Spaces CDN](https://docs.digitalocean.com/products/spaces/how-to/enable-cdn/index.html.md): Enable the built-in Spaces content delivery network (CDN) to deliver content faster and more reliably and add an extra layer of redundancy for websites. - [How to Manage the Spaces CDN Cache](https://docs.digitalocean.com/products/spaces/how-to/manage-cdn-cache/index.html.md): Set the Spaces CDN's edge cache TTL or purge the cache to manage when edge servers refresh their content. - [How to Customize the Spaces CDN Endpoint with a Subdomain](https://docs.digitalocean.com/products/spaces/how-to/customize-cdn-endpoint/index.html.md): Use a secure subdomain you own as an alternative endpoint for the Spaces CDN. - [How to Enable Spaces Versioning](https://docs.digitalocean.com/products/spaces/how-to/enable-versioning/index.html.md): You can preserve, retrieve, and restore every version of every object stored in your buckets using S3 Versioning. - [How to Configure Bucket Policies](https://docs.digitalocean.com/products/spaces/how-to/configure-bucket-policies/index.html.md): Configure bucket policies to control access and permissions for Spaces buckets using the Spaces API, AWS CLI, or s3cmd. Use bucket policies to define who can access your bucket and what actions they can perform. - [How to Configure Lifecycle Rules](https://docs.digitalocean.com/products/spaces/how-to/configure-lifecycle-rules/index.html.md): Configure lifecycle rules to automatically manage object storage in your Space using the Spaces API, AWS CLI, or s3cmd. Use lifecycle rules to delete objects after a set period or remove incomplete multipart uploads. - [How to Set File Metadata](https://docs.digitalocean.com/products/spaces/how-to/set-file-metadata/index.html.md): Set file metadata like Content-Type, Cache-Control, Content-Encoding, Content-Disposition, and custom key-value headers. - [How to Configure CORS on DigitalOcean Spaces](https://docs.digitalocean.com/products/spaces/how-to/configure-cors/index.html.md): Configure Cross-Origin Resource Sharing (CORS) to let client web applications loaded in one domain interact with resources in a Spaces bucket. - [Spaces S3 Compatibility](https://docs.digitalocean.com/products/spaces/reference/s3-compatibility/index.html.md): Feature compatibility, restrictions, and usage notes for the Spaces S3-compatible API. - [Setting Up s3cmd 2.x with DigitalOcean Spaces](https://docs.digitalocean.com/products/spaces/reference/s3cmd/index.html.md): s3cmd is a cross-platform command-line tool for managing S3 and S3-compatible object stores. - [Examples of s3cmd 2.x Usage with DigitalOcean Spaces](https://docs.digitalocean.com/products/spaces/reference/s3cmd-usage/index.html.md): Examples of s3cmd commands for common actions with Spaces, like uploading and managing files, setting permissions, and encryption. - [Using Transmit 4 for macOS with DigitalOcean Spaces](https://docs.digitalocean.com/products/spaces/reference/transmit4/index.html.md): Transmit 4 is a macOS-only file transfer utility that is fully compatible with Spaces. - [Using Transmit 5 for macOS with DigitalOcean Spaces](https://docs.digitalocean.com/products/spaces/reference/transmit5/index.html.md): Transmit 5 is the latest version of the macOS-only file transfer utility. It's largely compatible with Spaces, but Transmit 4 is fully compatible. - [Using Cyberduck 6.2.x for Windows and macOS with DigitalOcean Spaces](https://docs.digitalocean.com/products/spaces/reference/cyberduck/index.html.md): Cyberduck is an open-source file transfer client for Windows and macOS that supports S3. - [Best Practices for Performance with DigitalOcean Spaces](https://docs.digitalocean.com/products/spaces/concepts/best-practices/index.html.md): Recommendations on how to get the best performance from Spaces based on your use case and application architecture, like using a CDN, optimizing your request rate, and properly handling 50x errors. - [How to Use DigitalOcean Spaces with AWS S3 SDKs](https://docs.digitalocean.com/products/spaces/how-to/use-aws-sdks/index.html.md): The Spaces API is interoperable with the AWS S3 API, meaning you can use existing S3 tools and libraries with it. These examples demonstrate how to perform common Spaces operations in JavaScript, Go, PHP, Python 3, and Ruby. - [How to Use DigitalOcean Spaces as a Terraform Remote State Backend](https://docs.digitalocean.com/products/spaces/reference/terraform-backend/index.html.md): Store Terraform state remotely on DigitalOcean Spaces to enable team collaboration.