azure-monitor

name	azure-monitor
description	Expert knowledge for Azure Monitor development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring Log Analytics, Application Insights, DCRs/agents, Prometheus/Grafana, or Azure Monitor alerts, and other Azure Monitor related development tasks. Not for Azure Network Watcher (use azure-network-watcher), Azure Service Health (use azure-service-health), Azure Defender For Cloud (use azure-defender-for-cloud), Azure Security (use azure-security).
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 Monitor Skill

This skill provides expert guidance for Azure Monitor. 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	Location	Description
Troubleshooting	L37-L86	Diagnosing and fixing Azure Monitor issues: agent/extension health, data collection and ingestion failures, alerts/ITSM, Application Insights, containers/Prometheus, workbooks, and VM performance.
Best Practices	L87-L123	Best practices for configuring, scaling, querying, and optimizing Azure Monitor (logs, metrics, alerts, autoscale, AKS/VMs, Prometheus, multicloud) for performance, reliability, and cost.
Decision Making	L124-L161	Guidance for choosing Azure Monitor options and planning migrations (agents, alerts, metrics, logs, SCOM, Prometheus, Splunk), plus cost, billing, and visualization decisions.
Architecture & Design Patterns	L162-L169	Designing Azure Monitor architectures: enterprise-wide layouts, Private Link network patterns, choosing single vs multiple workspaces, and using workspace replication for resilience.
Limits & Quotas	L170-L237	Limits, performance, and scaling behavior for Azure Monitor logs, metrics, agents, autoscale, Prometheus, Container Insights, Workbooks, and per‑resource metric definitions.
Security	L238-L293	Securing Azure Monitor: auth (Entra, RBAC, keys), network (NSP, firewalls, Private Link, TLS), ITSM/webhooks, Container/Prometheus/Grafana access, and security/audit log schemas and analysis.
Configuration	configuration.md	Configuring Azure Monitor end to end: agents, DCRs, pipelines, networking, alerts, autoscale, Application Insights, Kubernetes/Prometheus, Private Link, logs/metrics schemas, and resource‑specific metrics/logs.
Integrations & Coding Patterns	integrations.md	Integrating Azure Monitor with apps, alerts, ITSM, Prometheus/Grafana, REST/CLI, and using KQL patterns to query, export, and analyze logs/metrics across many Azure and third‑party services
Deployment	deployment.md	Deploying and migrating Azure Monitor agents/resources at scale (VMs, Arc, diagnostics, alerts, Profiler, workspaces, Grafana) using Policy, ARM, CLI, and PowerShell

Troubleshooting

Topic	URL
Troubleshoot Azure Log Analytics Linux agent issues	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/agent-linux-troubleshoot
Troubleshoot Log Analytics agent for Windows	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/agent-windows-troubleshoot
Monitor and troubleshoot Azure Monitor Agent health at scale	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-health
Troubleshoot Azure Monitor agent on Linux VMs and scale sets	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-linux-vm
Fix syslog collection issues with Azure Monitor Agent on Linux	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-linux-vm-rsyslog
Troubleshoot Azure Monitor agent on Windows Arc-enabled servers	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-windows-arc
Troubleshoot Azure Monitor agent on Windows VMs and scale sets	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-windows-vm
Troubleshoot Azure Diagnostics extension issues on Azure resources	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/diagnostics-extension-troubleshooting
Use AMA Linux troubleshooter to diagnose agent issues	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/troubleshooter-ama-linux
Use AMA Windows troubleshooter to diagnose agent issues	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/troubleshooter-ama-windows
Troubleshoot Azure Log Analytics VM extension on Windows and Linux	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/vmext-troubleshoot
Troubleshoot Azure Copilot observability agent disruptions and issues	https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-troubleshooting
Troubleshoot common Azure Monitor alert and notification issues	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-troubleshoot
Diagnose and fix Azure Monitor log alert rule problems	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-troubleshoot-log
Resolve problems with Azure Monitor metric alerts	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-troubleshoot-metric
Resolve ITSMC dashboard connector status errors	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsmc-dashboard-errors
Fix ServiceNow sync and token issues for ITSMC	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsmc-resync-servicenow
Troubleshoot Azure Monitor ITSM Connector issues	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsmc-troubleshoot-overview
Interpret and resolve test action group error codes	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/test-action-group-errors
Monitor and troubleshoot AI agents with Application Insights	https://learn.microsoft.com/en-us/azure/azure-monitor/app/agents-view
Investigate failures and performance with Application Insights views	https://learn.microsoft.com/en-us/azure/azure-monitor/app/failures-performance-transactions
Troubleshoot telemetry issues using Application Insights SDK stats	https://learn.microsoft.com/en-us/azure/azure-monitor/app/sdk-stats
Troubleshoot Azure Monitor autoscale behavior and actions	https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-troubleshoot
Use Live Data in Container insights for real-time AKS troubleshooting	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-livedata-overview
Troubleshoot Container Insights container log collection issues	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-troubleshoot
Troubleshoot Prometheus metrics collection in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-troubleshoot
Monitor and troubleshoot DCR-based data collection in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-collection-monitor
Resolve Azure Monitor Log Analytics API error codes	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/errors
Troubleshoot stopped data collection in Azure Monitor Logs	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/data-collection-troubleshoot
Diagnose and alert on Log Analytics workspace health	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/log-analytics-workspace-health
Create and troubleshoot Azure Monitor summary rules	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/summary-rules
Monitor and troubleshoot ingestion and query issues in Azure Monitor workspaces	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-monitor-health
Troubleshoot Azure Monitor metric chart issues	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/metrics-troubleshoot
Troubleshoot Azure Monitor Code Optimizations issues	https://learn.microsoft.com/en-us/azure/azure-monitor/optimization-insights/code-optimizations-troubleshoot
Use Azure Monitor activity log for diagnostics	https://learn.microsoft.com/en-us/azure/azure-monitor/platform/activity-log
Troubleshoot Application Insights Profiler for .NET	https://learn.microsoft.com/en-us/azure/azure-monitor/profiler/profiler-troubleshooting
Query AzureMonitorPipelineLogErrors for ingestion issues	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/azuremonitorpipelinelogerrors
Query and analyze EdgeActionServiceLog in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/edgeactionservicelog
Diagnose ingestion failures with FailedIngestion logs	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/failedingestion
Troubleshoot Application Insights Snapshot Debugger problems	https://learn.microsoft.com/en-us/azure/azure-monitor/snapshot-debugger/snapshot-debugger-troubleshoot
Troubleshoot workbook-based insights in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/troubleshoot-workbooks
Access deprecated troubleshooting guides in Workbooks	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-access-troubleshooting-guide
Troubleshoot Copilot issues in Azure Workbooks	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-copilot-troubleshoot
Troubleshoot Azure VM performance with PerfInsights	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/performance-diagnostics
Analyze Azure VM PerfInsights diagnostic reports	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/performance-diagnostics-analyze
Troubleshoot Azure Monitor VM agent and monitoring issues	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vm-enable-troubleshoot

Best Practices

Topic	URL
Apply telemetry best practices for observability agent	https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-best-practices
Optimize Azure Monitor log alert queries for performance	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-log-query
Apply Azure Monitor alerts architectural best practices	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/best-practices-alerts
Apply autoscale best practices across Azure services	https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-best-practices
Implement common autoscale patterns in Azure	https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-common-scale-patterns
Avoid and mitigate autoscale flapping scenarios	https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-flapping
Use multiple autoscale profiles for time-based scaling	https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-multiprofile
Apply Azure Monitor best practices for AKS clusters	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/best-practices-containers
Optimize Container Insights monitoring costs and configuration	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-cost
Design cost-effective alerting for AKS in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/cost-effective-alerting
Apply Azure Monitor best practices for Kubernetes layers	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/monitor-kubernetes
Apply best practices for Azure Monitor data collection rules	https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-collection-rule-best-practices
Optimize Azure Monitor costs with configuration	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-cost
Implement multicloud monitoring for AWS and GCP with Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-multicloud
Configure Azure Monitor for operational excellence	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-operation
Apply performance best practices in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-performance
Apply reliability best practices in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-reliability
Analyze Log Analytics usage to control Azure Monitor costs	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/analyze-usage
Apply architectural best practices for Azure Monitor Logs	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/best-practices-logs
Use Operation table to detect Log Analytics issues	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/monitor-workspace
Parse and structure text data in Azure Monitor logs	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/parse-text
Identify and manage personal data in Azure Monitor Logs	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/personal-data-mgmt
Optimize Azure Monitor Logs query performance	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/query-optimization
Best practices for scaling Azure Monitor workspaces with Prometheus	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-scaling-best-practice
Optimize metrics usage and costs with usage insights	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/metrics-usage-insights
Migrate from metrics API to getBatch for performance	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/migrate-to-batch-api
Best practices for PromQL on OpenTelemetry metrics in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-opentelemetry-best-practices
Query system and Guest OS metrics with PromQL in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-system-metrics-best-practices
Interpret ExchangeAssessmentRecommendation assessment results	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/exchangeassessmentrecommendation
Use ExchangeOnlineAssessmentRecommendation guidance logs	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/exchangeonlineassessmentrecommendation
Optimize workbook performance with criteria parameters	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-criteria
Apply Azure Monitor best practices for VM monitoring	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/best-practices-vm
Implement comprehensive VM monitoring with Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/monitor-virtual-machine

Decision Making

Topic	URL
Plan and execute migration from Log Analytics agent to AMA	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration
Plan migration from Log Analytics Agent to Azure Monitor Agent	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration-helper-workbook
Plan migration from WAD/LAD diagnostics to AMA	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration-wad-lad
Migrate legacy Log Analytics alert rules to ScheduledQueryRules API	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-log-api-switch
Choose the right Azure Monitor alert type	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-types
Migrate from alertsSummary API to Azure Resource Graph	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/migrate-from-alerts-summary-api
Migrate from Application Insights SDKs to OpenTelemetry	https://learn.microsoft.com/en-us/azure/azure-monitor/app/migrate-to-opentelemetry
Transition from Container Monitoring Solution to Container Insights	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-transition-solution
Choose Azure Monitor OTLP ingestion option for AKS and VMs	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/opentelemetry-summary
Choose between Azure Monitor metrics export and data plane API	https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-plane-versus-metrics-export
Decide how to migrate SCOM monitoring to Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/azure-monitor-operations-manager
Estimate Azure Monitor costs with pricing calculator	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/cost-estimate
Map Azure Monitor charges to billing meter names	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/cost-meters
Understand Azure Monitor billing and usage drivers	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/cost-usage
Migrate from batch and beta Log Analytics APIs	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/migrate-batch-and-beta
Use availability zones for Azure Monitor workspaces	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/availability-zones
Plan and optimize Azure Monitor Logs costs and pricing options	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/cost-logs
Use Auxiliary table plan for low-cost Azure Monitor log retention	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/create-custom-table-auxiliary
Migrate from HTTP Data Collector API to Logs Ingestion API	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/custom-logs-migrate
Plan and use Azure Monitor Logs dedicated clusters	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/logs-dedicated-clusters
Choose Azure Monitor Logs table plans by usage	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/logs-table-plans
Plan migration from Splunk to Azure Monitor Logs	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/migrate-splunk-to-azure-monitor-logs
Plan migration from self-hosted Prometheus to Azure Monitor managed Prometheus	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-migrate
Migrate from diagnostic retention to Azure Storage lifecycle policies	https://learn.microsoft.com/en-us/azure/azure-monitor/platform/migrate-to-azure-storage-lifecycle-policy
Migrate from SCOM Managed Instance to Azure Monitor DCRs	https://learn.microsoft.com/en-us/azure/azure-monitor/scom-manage-instance/migrate-to-azure-monitor
FAQ for migrating from Azure Monitor SCOM Managed Instance	https://learn.microsoft.com/en-us/azure/azure-monitor/scom-manage-instance/migration-faq-scom-manage-instance
Plan migration from SCOM Managed Instance to SCOM or Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/scom-manage-instance/migration-overview
Choose the right Azure Monitor visualization tool	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/best-practices-visualize
Choose Grafana options for Azure Monitor data	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/visualize-grafana-overview
Choose between logs-based and OpenTelemetry metrics for VMs	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/metrics-opentelemetry-guest
Choose and configure monitoring options for Azure VMs	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/monitor-vm
Decide and migrate from logs-based to OpenTelemetry VM metrics	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vm-opentelemetry-migrate
Plan for VM insights Map and Dependency Agent retirement	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vminsights-maps-retirement
Migrate from deprecated VM insights DCR policies	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vminsights-migrate-deprecated-policies

Architecture & Design Patterns

Topic	URL
Design an enterprise monitoring architecture with Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/enterprise-monitoring-architecture
Design Azure Monitor Private Link architecture	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/private-link-design
Design single vs multiple Log Analytics workspaces	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/workspace-design
Design resilient architectures with Log Analytics workspace replication	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/workspace-replication

Limits & Quotas

Topic	URL
Plan Azure Monitor Agent performance for gateway forwarding	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-performance
Check Azure Monitor Agent platform and resource requirements	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-requirements
Check supported operating systems for Azure Monitor Agent	https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-supported-operating-systems
Manage Azure Monitor alert instance retention and state	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-manage-alert-instances
Monitor and interpret log alert rule health in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/log-alert-rule-health
Deploy log search alert rules with ARM templates and size limits	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/resource-manager-alerts-log
Configure and understand Application Insights availability tests	https://learn.microsoft.com/en-us/azure/azure-monitor/app/availability
Configure predictive autoscale thresholds and history requirements	https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-predictive
Enable high-scale log collection limits in Container Insights	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-high-scale
Use region mappings for Container Insights and Log Analytics	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-region-mapping
Configure autoscaling limits for Azure Managed Prometheus addon pods	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-scrape-autoscaling
Plan Prometheus scraping performance and scale in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-scrape-scale
Azure Monitor platform limits and quotas reference	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/service-limits
Understand caching behavior in Logs Query API	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/cache
Run cross-workspace queries via Logs API	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/cross-workspace-queries
Timeout limits for Azure Monitor log queries	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/timeouts
Query Basic and Auxiliary log tables with limitations	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/basic-logs-query
Configure daily ingestion caps for Log Analytics workspaces	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/daily-cap
Understand Azure Monitor log data ingestion latency	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/data-ingestion-time
Tables supporting ingestion-time transformations in Log Analytics	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/tables-feature-support
Monitor Azure Monitor workspace metrics ingestion limits	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-monitor-ingest-limits
Technical details and limits for Azure Monitor managed Prometheus	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-metrics-details
Understand billing and limits for diagnostic settings logs	https://learn.microsoft.com/en-us/azure/azure-monitor/platform/diagnostic-settings-faq
Azure Monitor metrics for Container Instance scale sets	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-containerinstance-containerscalesets-metrics
Azure Monitor metrics for Container Registry registries	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-containerregistry-registries-metrics
Azure Monitor metrics for AKS managed clusters	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-containerservice-managedclusters-metrics
Azure Monitor metrics for Custom Providers resource providers	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-customproviders-resourceproviders-metrics
Azure Monitor metrics for Azure Managed Grafana	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dashboard-grafana-metrics
Azure Monitor metrics for Data Box Edge devices	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-databoxedge-databoxedgedevices-metrics
Azure Monitor metrics for classic Data Factory datafactories	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datafactory-datafactories-metrics
Azure Monitor metrics for Azure Data Factory factories	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datafactory-factories-metrics
Azure Monitor metrics for Data Lake Analytics accounts	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datalakeanalytics-accounts-metrics
Azure Monitor metrics for Data Lake Store accounts	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datalakestore-accounts-metrics
Azure Monitor metrics for Data Protection BackupVaults	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dataprotection-backupvaults-metrics
Azure Monitor metrics for Data Share accounts	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datashare-accounts-metrics
Azure Monitor metrics for Azure Database for MariaDB servers	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbformariadb-servers-metrics
Azure Monitor metrics for MySQL flexible servers	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbformysql-flexibleservers-metrics
Azure Monitor metrics for MySQL single servers	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbformysql-servers-metrics
Azure Monitor metrics for PostgreSQL flexible servers	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbforpostgresql-flexibleservers-metrics
Azure Monitor metrics for PostgreSQL serverGroupsv2	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbforpostgresql-servergroupsv2-metrics
Azure Monitor metrics for DevCenter devcenters	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-devcenter-devcenters-metrics
Azure Monitor metrics for IoT Hub instances	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-devices-iothubs-metrics
Azure Monitor metrics for IoT Hub provisioning services	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-devices-provisioningservices-metrics
Azure Monitor metrics for DevOpsInfrastructure pools	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-devopsinfrastructure-pools-metrics
Azure Monitor metrics for Azure Digital Twins instances	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-digitaltwins-digitaltwinsinstances-metrics
Azure Monitor metrics for Cosmos DB Cassandra clusters	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-documentdb-cassandraclusters-metrics
Azure Monitor metrics for Cosmos DB database accounts	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-documentdb-databaseaccounts-metrics
Azure Monitor metrics for Cosmos DB fleets	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-documentdb-fleets-metrics
Azure Monitor metrics for Cosmos DB Garnet clusters	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-documentdb-garnetclusters-metrics
Azure Monitor metrics for DurableTask schedulers	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-durabletask-schedulers-metrics
Azure Monitor metrics for Edge Zones resources	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-edgezones-edgezones-metrics
Azure Monitor metrics for Event Grid domains	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-domains-metrics
Azure Monitor metrics for Event Grid event subscriptions	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-eventsubscriptions-metrics
Azure Monitor metrics for Event Grid extension topics	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-extensiontopics-metrics
Azure Monitor metrics for Event Grid namespaces	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-namespaces-metrics
Azure Monitor metrics for Event Grid partner namespaces	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-partnernamespaces-metrics
Azure Monitor metrics for Event Grid partner topics	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-partnertopics-metrics
Azure Monitor metrics for Event Grid system topics	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-systemtopics-metrics
Azure Monitor metrics for Event Grid topics	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-topics-metrics
Azure Monitor metrics for Quantum provider accounts	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-quantum-provideraccounts-metrics
Azure Monitor metrics for ResourceBuilder pipeline jobs	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-resourcebuilder-workspaces-pipelines-jobs-metrics
Azure Workbooks data source and parameter limits	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-limits
Use Azure Workbooks visualization types effectively	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-visualizations
Reference list of default OpenTelemetry guest OS metrics	https://learn.microsoft.com/en-us/azure/azure-monitor/vm/metrics-guest-reference

Security

Topic	URL
Secure ITSM integrations with Azure Monitor Secure Webhook	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/it-service-management-connector-secure-webhook-connections
Configure Azure for Secure Webhook ITSM integrations	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsm-connector-secure-webhook-connections-azure-configuration
Use Application Insights smart detection to identify security issues	https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/proactive-application-security-detection-pack
Enable Microsoft Entra authentication for Application Insights ingestion	https://learn.microsoft.com/en-us/azure/azure-monitor/app/azure-ad-authentication
Configure IP address handling in Application Insights	https://learn.microsoft.com/en-us/azure/azure-monitor/app/ip-collection
Migrate Container Insights from legacy to managed identity authentication	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-authentication
Configure secure access to Live Data in Container insights	https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-livedata-setup
Configure TLS and mTLS for Azure Monitor pipeline	https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-tls
Use automated TLS certificate management for Azure Monitor pipeline	https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-tls-automated
Configure customer-managed TLS certificates for Azure Monitor pipeline	https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-tls-custom
Configure network and firewall access to Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/azure-monitor-network-access
Securely configure and deploy Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-security
Configure Network Security Perimeter for Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/network-security-perimeter
Apply Network Security Perimeter scenarios to Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/network-security-perimeter-scenarios
Built-in Azure Policy definitions for Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/policy-reference
Configure Azure Monitor access via Private Link	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/private-link-security
Apply RBAC roles and permissions in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/roles-permissions-security
Apply RBAC roles and permissions in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/roles-permissions-security
Use Azure Policy compliance controls for Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/security-controls-policy
Use Azure Policy compliance controls for Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/security-controls-policy
Register Entra app for Azure Monitor API tokens	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/register-app-for-token
Configure customer-managed keys for Azure Monitor Logs	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/customer-managed-keys
Design granular RBAC for Azure Monitor Log Analytics	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/granular-rbac-log-analytics
Configure row-level access with granular RBAC in Log Analytics	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/granular-rbac-use-case
Configure access control for Log Analytics workspaces	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/manage-access
Configure table-level RBAC access in Log Analytics	https://learn.microsoft.com/en-us/azure/azure-monitor/logs/manage-table-access
Manage access control for Azure Monitor workspaces	https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-manage-access
Monitor Entra authentication logs for Azure Cache for Redis	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-logs/microsoft-cache-redis-logs
Azure Monitor WAF log categories for CDN policies	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-logs/microsoft-cdn-cdnwebapplicationfirewallpolicies-logs
Analyze Defender serverless security plugin data logs	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/appserviceserverlesssecurityplugindata
Use ArcK8sAudit Kubernetes API audit logs	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/arck8saudit
Analyze ArcK8sAuditAdmin modifying Kubernetes API operations	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/arck8sauditadmin
Use AuditLogs table for Azure AD activity auditing	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/auditlogs
Analyze AzureAttestationDiagnostics attestation request logs	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/azureattestationdiagnostics
Use AzureDevOpsAuditing logs to track DevOps changes	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/azuredevopsauditing
Leverage BehaviorAnalytics Sentinel UEBA enriched events	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/behavioranalytics
Use BehaviorEntities table for Defender entity behaviors	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/behaviorentities
Analyze BehaviorInfo table for Defender behavior insights	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/behaviorinfo
Use CampaignInfo table for Defender for Office 365 campaigns	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/campaigninfo
Analyze CassandraAudit CQL operation and login audit logs	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/cassandraaudit
Understand DatabricksRBAC audit log schema in Azure Monitor	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksrbac
Review DatabricksRemoteHistoryService credential audit schema	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksremotehistoryservice
Use DatabricksRFA access request audit logs	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksrfa
Inspect DatabricksSecrets audit log schema	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databrickssecrets
Analyze DatabricksSQLPermissions audit log schema	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databrickssqlpermissions
Use DatabricksSSH audit log table schema	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksssh
Monitor GCPIAM identity and access logs in Sentinel	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/gcpiam
Query GoogleCloudSCC security findings in Sentinel	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/googlecloudscc
Monitor HDInsightGatewayAuditLogs authentication activity	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/hdinsightgatewayauditlogs
Audit Synapse RBAC operations with SynapseRbacOperations logs	https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/synapserbacoperations
Call Azure Monitor-managed Grafana APIs with Entra ID	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/visualize-call-grafana-api
Secure Azure Monitor workbooks with customer storage	https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-bring-your-own-storage