/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 VM choices, containers/MPI jobs, or large render workloads, and other Azure Batch related development tasks. Not for Azure Container Instances (use azure-container-instances), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Virtual Machines (use azure-virtual-machines), Azure Virtual Machine Scale Sets (use azure-vm-scalesets).
compatibility: Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata:
  generated_at: "2026-08-09"
  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](https://github.com/MicrosoftDocs/mcp/blob/main/README.md)

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 and fixing Azure Batch job, task, pool, and node errors, including failure patterns, error codes, and best practices for handling and recovering from failures. | | Best Practices | L44-L54 | Guidance on tuning Batch performance, scaling large jobs, running concurrent/rendering tasks, securing pools, and using list queries plus job prep/release tasks efficiently. | | Decision Making | L55-L67 | Guidance on choosing Batch VM sizes, images, Spot/ephemeral disks, capacity and quotas, cost planning, and migration decisions for pools, images, and communication models. | | Architecture & Design Patterns | L68-L73 | Architectural guidance for burst rendering with Azure Batch, including choosing batch/topology patterns and designing storage, caching, and data movement for large render workloads. | | Limits & Quotas | L74-L79 | Managing Batch account quotas via .NET and understanding core Azure Batch limits (pools, cores, jobs, tasks) and how to monitor, plan for, and request quota increases. | | Security | L80-L96 | Securing Azure Batch: identity/auth (Entra ID, managed identities, RBAC), keys and encryption, private endpoints/network perimeters, public access, and governance via Azure Policy. | | Configuration | L97-L129 | Configuring Batch pools and tasks: autoscale, OS/cert rotation, networking/endpoints, disks, containers, metrics/logs, diagnostics events, and secure user/task settings. | | Integrations & Coding Patterns | L130-L145 | Client SDK usage, task/node APIs, containers, MPI, output persistence, monitoring, Key Vault access, and mounting storage for integrating Batch into apps and workflows. | | Deployment | L146-L150 | Guides for moving Azure Batch accounts across regions with ARM templates and setting up CI/CD pipelines for Batch HPC workloads using Azure Pipelines. |

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 | | Diagnose and handle Azure Batch task errors | https://learn.microsoft.com/en-us/azure/batch/error-handling |

Best Practices

| Topic | URL | |-------|-----| | Design efficient Azure Batch list queries | https://learn.microsoft.com/en-us/azure/batch/batch-efficient-list-queries | | Use job preparation and release tasks in Azure Batch | https://learn.microsoft.com/en-us/azure/batch/batch-job-prep-release | | Run concurrent tasks on Azure Batch nodes | 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 | | Apply performance best practices for Azure Batch | https://learn.microsoft.com/en-us/azure/batch/best-practices | | Optimize Azure Batch jobs with 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 | |-------|-----| | Plan Azure Batch capacity and quota strategy | https://learn.microsoft.com/en-us/azure/batch/batch-capacity-planning | | 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 images for Azure Batch pools | https://learn.microsoft.com/en-us/azure/batch/batch-custom-images | | Choose compute-intensive VM sizes for Azure Batch workloads | https://learn.microsoft.com/en-