azure-batch

name	azure-batch
description	Expert knowledge for Azure Batch development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring Batch pools/tasks, autoscale, Spot VMs, CI/CD job deployment, or render/MPI workloads, and other Azure Batch related development tasks. Not for Azure HDInsight (use azure-hdinsight), Azure Databricks (use azure-databricks), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Virtual Machines (use azure-virtual-machines).
compatibility	Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata	{"generated_at":"2026-04-19","generator":"docs2skills/1.0.0"}

Azure Batch Skill

This skill provides expert guidance for Azure Batch. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

• Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
• Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

Category	Lines	Description
Troubleshooting	L37-L43	Diagnosing, interpreting, and fixing Azure Batch job, task, pool, and node errors, including error codes, failure patterns, and recommended recovery/handling strategies.
Best Practices	L44-L57	Performance, scaling, scheduling, security, and data/output best practices for designing, monitoring, and optimizing large or specialized Azure Batch workloads (MPI, rendering, high task counts).
Decision Making	L58-L68	Guidance on choosing VM sizes/images, using Spot VMs, managing Batch costs, and deciding/migrating between custom image options, Compute Gallery, and simplified node communication.
Architecture & Design Patterns	L69-L74	Architectures and best practices for bursting on-prem render farms to Azure Batch, including storage layout, data movement patterns, and performance-optimized rendering workflows.
Limits & Quotas	L75-L79	Batch account limits (cores, pools, nodes, jobs), default and regional quotas, how to view current usage, request quota increases, and plan deployments within these constraints
Security	L80-L98	Securing Batch accounts and pools: auth with Entra ID/managed identities, keys and CMK encryption, RBAC and policy, private endpoints/network perimeters, Key Vault access, and certificate/key rotation.
Configuration	L99-L137	Configuring Batch pools, tasks, networking, containers, autoscale, OS/images, filesystems, and setting up monitoring, diagnostics events, alerts, and metrics/logs
Integrations & Coding Patterns	L138-L148	Using Azure Batch programmatically and via CLI/PowerShell: SDK patterns (JavaScript, .NET, Linux workloads), storing task output in Storage, and adding telemetry with Application Insights.
Deployment	L149-L153	Deploying Azure Batch workloads using Azure Pipelines and CLI templates, including end-to-end job setup, automation, and integration into CI/CD workflows.

Troubleshooting

Topic	URL
Diagnose and handle Azure Batch job and task errors	https://learn.microsoft.com/en-us/azure/batch/batch-job-task-error-checking
Troubleshoot Azure Batch pool and node errors	https://learn.microsoft.com/en-us/azure/batch/batch-pool-node-error-checking
Handle and diagnose Azure Batch errors	https://learn.microsoft.com/en-us/azure/batch/error-handling

Best Practices

Topic	URL
Design efficient Azure Batch list queries for performance	https://learn.microsoft.com/en-us/azure/batch/batch-efficient-list-queries
Use Azure Batch task and node state counts for monitoring	https://learn.microsoft.com/en-us/azure/batch/batch-get-resource-counts
Schedule Azure Batch jobs for efficiency and priority	https://learn.microsoft.com/en-us/azure/batch/batch-job-schedule
Run MPI and multi-instance workloads on Azure Batch	https://learn.microsoft.com/en-us/azure/batch/batch-mpi
Run concurrent tasks to optimize Azure Batch node usage	https://learn.microsoft.com/en-us/azure/batch/batch-parallel-node-tasks
Use Azure Batch capabilities for rendering workloads	https://learn.microsoft.com/en-us/azure/batch/batch-rendering-functionality
Persist Azure Batch task and job output data safely	https://learn.microsoft.com/en-us/azure/batch/batch-task-output
Implement performance best practices for Azure Batch	https://learn.microsoft.com/en-us/azure/batch/best-practices
Optimize Azure Batch jobs with very large task counts	https://learn.microsoft.com/en-us/azure/batch/large-number-tasks
Apply security best practices to Azure Batch	https://learn.microsoft.com/en-us/azure/batch/security-best-practices

Decision Making

Topic	URL
Migrate Batch custom image pools to Compute Gallery	https://learn.microsoft.com/en-us/azure/batch/batch-custom-image-pools-to-azure-compute-gallery-migration-guide
Choose and migrate custom image options for Batch pools	https://learn.microsoft.com/en-us/azure/batch/batch-custom-images
Select compute-intensive and GPU VM sizes for Batch	https://learn.microsoft.com/en-us/azure/batch/batch-pool-compute-intensive-sizes
Choose Azure Batch VM sizes and images	https://learn.microsoft.com/en-us/azure/batch/batch-pool-vm-sizes
Migrate Batch pools to simplified node communication	https://learn.microsoft.com/en-us/azure/batch/batch-pools-to-simplified-compute-node-communication-model-migration-guide
Decide when to run Azure Batch on Spot VMs	https://learn.microsoft.com/en-us/azure/batch/batch-spot-vms
Plan and manage Azure Batch costs effectively	https://learn.microsoft.com/en-us/azure/batch/plan-to-manage-costs

Architecture & Design Patterns

Topic	URL
Reference architectures for bursting render farms to Azure Batch	https://learn.microsoft.com/en-us/azure/batch/batch-rendering-architectures
Design storage and data movement for Azure Batch rendering	https://learn.microsoft.com/en-us/azure/batch/batch-rendering-storage-data-movement

Limits & Quotas

Topic	URL
Review Azure Batch service quotas and limits	https://learn.microsoft.com/en-us/azure/batch/batch-quota-limit

Security

Topic	URL
Rotate shared keys for Azure Batch accounts	https://learn.microsoft.com/en-us/azure/batch/account-key-rotation
Enable automatic certificate rotation in Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/automatic-certificate-rotation
Authenticate Azure Batch applications with Microsoft Entra ID	https://learn.microsoft.com/en-us/azure/batch/batch-aad-auth
Use Microsoft Entra ID with Batch Management .NET	https://learn.microsoft.com/en-us/azure/batch/batch-aad-auth-management
Encrypt Azure Batch data with customer-managed keys	https://learn.microsoft.com/en-us/azure/batch/batch-customer-managed-key
Configure Azure RBAC roles for Azure Batch	https://learn.microsoft.com/en-us/azure/batch/batch-role-based-access-control
Securely access Azure Key Vault from Batch pools	https://learn.microsoft.com/en-us/azure/batch/credential-access-key-vault
Configure disk encryption for Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/disk-encryption
Manage Azure Batch private endpoint connections	https://learn.microsoft.com/en-us/azure/batch/manage-private-endpoint-connections
Configure user-assigned managed identities for Batch pools	https://learn.microsoft.com/en-us/azure/batch/managed-identity-pools
Associate Azure Batch accounts with network security perimeters	https://learn.microsoft.com/en-us/azure/batch/network-security-perimeter
Use built-in Azure Policy definitions for Azure Batch governance

Configuration

Topic	URL
Reference for Azure Batch analytics events and alerts	https://learn.microsoft.com/en-us/azure/batch/batch-analytics
Configure Azure Batch application packages on compute nodes	https://learn.microsoft.com/en-us/azure/batch/batch-application-packages
Configure autoscale formulas for Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/batch-automatic-scaling
Use Azure Batch task runtime environment variables	https://learn.microsoft.com/en-us/azure/batch/batch-compute-node-environment-variables
Configure container isolation for Azure Batch tasks	https://learn.microsoft.com/en-us/azure/batch/batch-container-isolation-task
Configure and run container workloads on Azure Batch	https://learn.microsoft.com/en-us/azure/batch/batch-docker-container-workloads
Configure job preparation and release tasks in Azure Batch	https://learn.microsoft.com/en-us/azure/batch/batch-job-prep-release
Manage Azure Batch accounts with .NET Management SDK	https://learn.microsoft.com/en-us/azure/batch/batch-management-dotnet
Understand Azure Batch pool autoscale diagnostic event	https://learn.microsoft.com/en-us/azure/batch/batch-pool-autoscale-event
Understand Azure Batch pool create diagnostic event schema	https://learn.microsoft.com/en-us/azure/batch/batch-pool-create-event
Understand Azure Batch pool delete complete diagnostic event	https://learn.microsoft.com/en-us/azure/batch/batch-pool-delete-complete-event

Integrations & Coding Patterns

Topic	URL
Manage Azure Batch with Azure CLI commands	https://learn.microsoft.com/en-us/azure/batch/batch-cli-get-started
Build an Azure Batch client using the JavaScript SDK	https://learn.microsoft.com/en-us/azure/batch/batch-js-get-started
Run Linux workloads on Azure Batch with SDKs	https://learn.microsoft.com/en-us/azure/batch/batch-linux-nodes
Manage Azure Batch resources using PowerShell cmdlets	https://learn.microsoft.com/en-us/azure/batch/batch-powershell-cmdlets-get-started
Persist Batch output using .NET File Conventions library	https://learn.microsoft.com/en-us/azure/batch/batch-task-output-file-conventions
Use Batch service API to store task output in Azure Storage	https://learn.microsoft.com/en-us/azure/batch/batch-task-output-files
Instrument Azure Batch .NET apps with Application Insights	https://learn.microsoft.com/en-us/azure/batch/monitor-application-insights

Deployment

Topic	URL
Deploy Azure Batch HPC solutions with Azure Pipelines	https://learn.microsoft.com/en-us/azure/batch/batch-ci-cd
Run Azure Batch jobs end-to-end using CLI templates	https://learn.microsoft.com/en-us/azure/batch/batch-cli-templates