azure-batch

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 and resolving Azure Batch job, task, pool, and node failures, including common error patterns, prevention strategies, and recovery/handling techniques.
Best Practices	L44-L55	Guidance on optimizing Azure Batch workloads: efficient queries, job/task setup, concurrency, rendering and financial workloads, security, and scaling jobs with many tasks.
Decision Making	L56-L69	Guidance on choosing VM sizes, images, disks, Spot/GPU usage, capacity and quotas, cost planning, and migration strategies for Azure Batch pools and large-scale simulations.
Architecture & Design Patterns	L70-L75	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	L76-L82	Planning Batch capacity, understanding service limits/quotas, managing quotas via .NET, and using metrics/logs to monitor and stay within Azure Batch limits.
Security	L83-L99	Securing Batch accounts and pools: key rotation, Entra ID auth/RBAC, CMK and disk encryption, private endpoints/Private Link, network perimeters, and Azure Policy-based governance.
Configuration	L100-L136	Configuring Azure Batch pools, nodes, networking, monitoring, autoscale, OS/cert rotation, events/logs, containers, disks, and task runtime/user settings for secure, optimized operation.
Integrations & Coding Patterns	L137-L153	Patterns and code samples for integrating Azure Batch with CLI, SDKs, containers, MPI, storage/file mounts, Key Vault, telemetry, and automating jobs/tasks across languages.
Deployment	L154-L158	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
Diagnose and avoid 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 product-specific 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
Package financial models in Batch containers	https://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/package-models-with-containers

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 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-us/azure/batch/batch-pool-compute-intensive-sizes
Select optimal VM sizes and images for Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/batch-pool-vm-sizes
Plan and migrate Azure Batch pools to new node communication model	https://learn.microsoft.com/en-us/azure/batch/batch-pools-to-simplified-compute-node-communication-model-migration-guide
Decide when to use ephemeral OS disks in Azure Batch	https://learn.microsoft.com/en-us/azure/batch/create-pool-ephemeral-os-disk
Plan and manage Azure Batch workload costs	https://learn.microsoft.com/en-us/azure/batch/plan-to-manage-costs
Plan end-to-end Azure Batch risk simulations	https://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/
Decide when to use GPU pools in Batch	https://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/evaluate-gpu-acceleration
Plan Azure Batch financial simulation runs	https://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/plan-a-run

Architecture & Design Patterns

Topic	URL
Choose Azure architectures for cloud rendering burst	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
Plan Azure Batch capacity and quotas effectively	https://learn.microsoft.com/en-us/azure/batch/batch-capacity-planning
Manage Azure Batch accounts and quotas with .NET	https://learn.microsoft.com/en-us/azure/batch/batch-management-dotnet
Review Azure Batch service quotas and limits	https://learn.microsoft.com/en-us/azure/batch/batch-quota-limit

Security

Topic	URL
Rotate Azure Batch account shared keys securely	https://learn.microsoft.com/en-us/azure/batch/account-key-rotation
Authenticate Azure Batch apps with Entra ID	https://learn.microsoft.com/en-us/azure/batch/batch-aad-auth
Secure Azure Batch Management with Entra ID	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 accounts	https://learn.microsoft.com/en-us/azure/batch/batch-role-based-access-control
Enable disk encryption for Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/disk-encryption
Manage Azure Batch private endpoint connections securely	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
Configure Azure Batch 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	https://learn.microsoft.com/en-us/azure/batch/policy-reference
Configure Azure Batch private endpoints with Private Link	https://learn.microsoft.com/en-us/azure/batch/private-connectivity
Configure public network access for Azure Batch accounts	https://learn.microsoft.com/en-us/azure/batch/public-network-access
Apply Azure Policy compliance controls to Batch	https://learn.microsoft.com/en-us/azure/batch/security-controls-policy

Configuration

Topic	URL
Enable automatic certificate rotation in Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/automatic-certificate-rotation
Reference events and alerts for Azure Batch Analytics	https://learn.microsoft.com/en-us/azure/batch/batch-analytics
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 task-level container isolation in Azure Batch	https://learn.microsoft.com/en-us/azure/batch/batch-container-isolation-task
Configure and use NVMe temporary disks on Azure Batch nodes	https://learn.microsoft.com/en-us/azure/batch/batch-nvme-temporary
Interpret Azure Batch pool autoscale event payloads	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
Understand Azure Batch pool delete start diagnostic event	https://learn.microsoft.com/en-us/azure/batch/batch-pool-delete-start-event
Understand Azure Batch pool resize complete diagnostic event	https://learn.microsoft.com/en-us/azure/batch/batch-pool-resize-complete-event
Understand Azure Batch pool resize start diagnostic event	https://learn.microsoft.com/en-us/azure/batch/batch-pool-resize-start-event
Update configuration properties of Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/batch-pool-update-properties
Use Azure Batch special task event schemas	https://learn.microsoft.com/en-us/azure/batch/batch-special-task-event
Analyze Azure Batch task complete event details	https://learn.microsoft.com/en-us/azure/batch/batch-task-complete-event
Handle Azure Batch task fail event logs	https://learn.microsoft.com/en-us/azure/batch/batch-task-fail-event
Understand Azure Batch task requeue event payloads	https://learn.microsoft.com/en-us/azure/batch/batch-task-requeue-event
Interpret Azure Batch task schedule fail events	https://learn.microsoft.com/en-us/azure/batch/batch-task-schedule-fail-event
Use Azure Batch task start event schema	https://learn.microsoft.com/en-us/azure/batch/batch-task-start-event
Configure Auto OS Upgrade for Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/batch-upgrade-policy
Configure Azure Batch task user accounts securely	https://learn.microsoft.com/en-us/azure/batch/batch-user-accounts
Configure Azure Batch pools in virtual networks	https://learn.microsoft.com/en-us/azure/batch/batch-virtual-network
Configure Azure Batch pools across availability zones	https://learn.microsoft.com/en-us/azure/batch/create-pool-availability-zones
Configure and monitor Azure Batch pool extensions	https://learn.microsoft.com/en-us/azure/batch/create-pool-extensions
Create Azure Batch pools with static public IP addresses	https://learn.microsoft.com/en-us/azure/batch/create-pool-public-ip
Configure Azure Batch pool tag to disable hyper-threading	https://learn.microsoft.com/en-us/azure/batch/how-to-disable-hyper-threading-using-pool-tag
Configure and use monitoring for Azure Batch	https://learn.microsoft.com/en-us/azure/batch/monitor-batch
Configure Azure Monitor Agent on Batch pool nodes	https://learn.microsoft.com/en-us/azure/batch/monitor-batch-pool-nodes
Reference monitoring metrics and logs for Azure Batch	https://learn.microsoft.com/en-us/azure/batch/monitor-batch-reference
Configure external node endpoints for Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/pool-endpoint-configuration
Configure and use Azure Batch task resource files	https://learn.microsoft.com/en-us/azure/batch/resource-files
Configure simplified compute node communication in Azure Batch	https://learn.microsoft.com/en-us/azure/batch/simplified-compute-node-communication
Create Azure Batch pools without public IP addresses	https://learn.microsoft.com/en-us/azure/batch/simplified-node-communication-pool-no-public-ip

Integrations & Coding Patterns

Topic	URL
Manage Azure Batch with Azure CLI commands	https://learn.microsoft.com/en-us/azure/batch/batch-cli-get-started
Run containerized workloads on Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/batch-docker-container-workloads
Use Azure Batch task and node count APIs	https://learn.microsoft.com/en-us/azure/batch/batch-get-resource-counts
Build Azure Batch clients with JavaScript SDK	https://learn.microsoft.com/en-us/azure/batch/batch-js-get-started
Use Azure Batch Python and .NET clients for Linux pools	https://learn.microsoft.com/en-us/azure/batch/batch-linux-nodes
Run MPI workloads with Azure Batch multi-instance tasks	https://learn.microsoft.com/en-us/azure/batch/batch-mpi
Use .NET File Conventions to store Batch output	https://learn.microsoft.com/en-us/azure/batch/batch-task-output-file-conventions
Persist Azure Batch task output via service API	https://learn.microsoft.com/en-us/azure/batch/batch-task-output-files
Access Azure Key Vault from Batch pools using managed identity	https://learn.microsoft.com/en-us/azure/batch/credential-access-key-vault
Instrument Azure Batch apps with Application Insights	https://learn.microsoft.com/en-us/azure/batch/monitor-application-insights
Mount Azure Files shares on Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/pool-file-shares
Automate Azure Batch risk runs with .NET	https://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/automate-with-dotnet
Mount external file systems on Azure Batch pools	https://learn.microsoft.com/en-us/azure/batch/virtual-file-mount

Deployment

Topic	URL
Move Azure Batch accounts between regions with ARM	https://learn.microsoft.com/en-us/azure/batch/account-move
Implement CI/CD for Azure Batch HPC with Azure Pipelines	https://learn.microsoft.com/en-us/azure/batch/batch-ci-cd