{"id":"0040d0fd-79ff-40fd-a702-d8db4d853b68","shortId":"zu44XM","kind":"skill","title":"azure-architecture","tagline":"Expert guidance for designing Azure solutions using Azure Architecture. Covers reference architectures, solution ideas, design patterns, technology choices, architecture styles, best practices, anti-patterns, example workloads, and migration guides. Use when designing AKS or AVD ","description":"# Azure Architecture Skill\n\nThis skill provides expert guidance for designing Azure solutions using Azure Architecture. Covers reference architectures, solution ideas, design patterns, technology choices, architecture styles, best practices, anti-patterns, example workloads, and migration guides. It combines local quick-reference content with remote documentation fetching capabilities.\n\n## How to Use This Skill\n\n> **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\n\n> **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)\n\nThis skill requires **network access** to fetch documentation content:\n- **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.\n- **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.\n\n## Category Index\n\n| Category | Lines | Description |\n|----------|-------|-------------|\n| Reference Architectures | L37-L92 | End-to-end Azure solution blueprints for mission-critical, hybrid, and multiregion workloads: networking, security, data/ML, AKS, AVD, integration, and DR-ready reference architectures. |\n| Solution Ideas | L93-L124 | End-to-end solution patterns for AI, analytics, security, DevSecOps, SAP, and data platforms on Azure, including reference architectures and implementation guidance. |\n| Design Patterns | L125-L178 | Design and integration patterns for building resilient, scalable, secure Azure apps: messaging, gateways, multitenancy, caching, transactions, auth, monitoring, and legacy modernization. |\n| Technology Choices | L179-L213 | Guides for choosing the right Azure/Fabric services (AI, data, storage, compute, networking, containers, messaging) by comparing options for specific workload and architecture needs. |\n| Architecture Styles | L214-L224 | Azure app architecture patterns: when and how to use Big Compute, Big Data, event-driven, microservices, N-tier, and Web-Queue-Worker styles, with design guidance and tradeoffs. |\n| Best Practices | L225-L279 | Best-practice patterns for Azure apps: API design, autoscale, caching, DR/HA, networking/IPv4-6, AKS, IoT, SAP, Event Hubs, App Service, DevSecOps, and GenAI/RAG operations. |\n| Anti-patterns | L280-L294 | Diagnosing and fixing common Azure performance and scalability anti-patterns (busy DB/front end, chatty I/O, no caching, retry storms, noisy neighbors, sync I/O, monolithic persistence). |\n| Example Workloads | L295-L371 | End-to-end reference architectures and patterns for real-world Azure workloads, covering data/AI, mainframe migration, networking, security, hybrid/Arc, AKS, Fabric, VDI, and app modernization. |\n| Migration Guides | L372-L406 | Guides for migrating from AWS, GCP, on-prem Oracle, Kafka, and Kubernetes/EKS to Azure, including service mapping, architecture, governance, security, cost, and app modernization patterns. |\n\n### Reference Architectures\n| Topic | URL |\n|-------|-----|\n| Deploy a baseline Microsoft Foundry chat architecture on Azure | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-microsoft-foundry-chat |\n| Run baseline Foundry chat in Azure landing zones | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-microsoft-foundry-landing-zone |\n| Deploy MLOps v2 CI/CD and retraining architectures | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/machine-learning-operations-v2 |\n| Design Azure data platform architecture with DR capabilities | https://learn.microsoft.com/en-us/azure/architecture/data-guide/disaster-recovery/dr-for-azure-data-platform-architecture |\n| Enterprise-hardened Azure Data Factory lakehouse architecture | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-enterprise-hardened |\n| Mission-critical Azure Data Factory analytics architecture | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-mission-critical |\n| Baseline medallion lakehouse with Azure Data Factory | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-on-azure-landing-zones-baseline |\n| Deploy MongoDB Atlas securely on Azure | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/mongodb-atlas-baseline |\n| Move archive data from mainframes to Azure storage | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/move-archive-data-mainframes |\n| Secure private AKS clusters with Azure Firewall and hub-spoke | https://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-firewall |\n| Deploy Terraform-based Azure Sandbox environments | https://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-sandbox |\n| Architect mission-critical global content delivery on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/mission-critical-content-delivery |\n| Implement mission-critical global HTTP ingress on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/mission-critical-global-http-ingress |\n| Design global routing redundancy for mission-critical web apps | https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/overview |\n| Implement multiregion load balancing with Traffic Manager and Application Gateway | https://learn.microsoft.com/en-us/azure/architecture/high-availability/traffic-manager-application-gateway |\n| Implement enterprise cloud file shares with Azure Files | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-files-private |\n| Design Azure Local baseline infrastructure architecture | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-baseline |\n| Implement Azure Local storage switchless architecture | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-switchless |\n| Design Azure Virtual Desktop on Azure Local | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-workload-virtual-desktop |\n| Design hybrid DNS resolution with Azure services | https://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-dns-infra |\n| Extend file services with Azure File Sync in hybrid setups | https://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-file-services |\n| Implement a hub-spoke network topology in Azure | https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke |\n| Hub-spoke network topology using Azure Virtual WAN | https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke-virtual-wan-architecture |\n| Implement TIC 3.0-compliant internet access on Azure | https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/trusted-internet-connections |\n| Secure AWS accounts using Microsoft Entra ID | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/aws/aws-azure-ad-security |\n| Host GPU-based ML and HPC workloads on AKS | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-gpu/gpu-aks |\n| Deploy microservices architecture on AKS with DevOps | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices |\n| Implement advanced AKS microservices architecture at scale | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices-advanced |\n| Apply application design patterns for mission-critical Azure apps | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-app-design |\n| Choose application platform for mission-critical workloads | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-app-platform |\n| Design data platforms for mission-critical Azure solutions | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-data-platform |\n| Implement deployment and testing for mission-critical workloads | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-deploy-test |\n| Model and monitor health for mission-critical Azure apps | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-health-modeling |\n| Design mission-critical architectures on Azure AKS | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-intro |\n| Architect networking for mission-critical Azure workloads | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-networking |\n| Operate and maintain mission-critical workloads on Azure | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-operations |\n| Apply security controls to mission-critical Azure workloads | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-security |\n| Run multiregion AKS clusters for high availability | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-multi-region/aks-multi-cluster |\n| Use baseline reference architecture for secure AKS clusters | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks |\n| Build Azure Red Hat OpenShift landing zone for financial services | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aro/azure-redhat-openshift-financial-services-workloads |\n| Deploy a Databricks-based stream processing pipeline | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-databricks |\n| Implement stream processing with Azure Stream Analytics | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-stream-analytics |\n| Implement secure hybrid DMZ network in Azure | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/dmz/secure-vnet-dmz |\n| Deploy basic enterprise integration with Logic Apps and APIM | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/enterprise-integration/basic-enterprise-integration |\n| Connect on-premises networks to Azure with ExpressRoute and VPN failover | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/expressroute-vpn-failover |\n| Create AD DS resource forest in Azure for hybrid trust | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/identity/adds-forest |\n| Extend AD FS to Azure for federated authentication | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/identity/adfs |\n| Integrate on-premises AD with Microsoft Entra ID | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/identity/azure-ad |\n| Replicate and synchronize mainframe data to Azure | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/migration/sync-mainframe-data-with-azure |\n| High-availability multi-zone App Service Environment deployment | https://learn.microsoft.com/en-us/azure/architecture/web-apps/app-service-environment/architectures/app-service-environment-high-availability-deployment |\n| Enterprise App Service Environment v3 deployment architecture | https://learn.microsoft.com/en-us/azure/architecture/web-apps/app-service-environment/architectures/app-service-environment-standard-deployment |\n| Baseline zone-redundant App Service web app architecture | https://learn.microsoft.com/en-us/azure/architecture/web-apps/app-service/architectures/baseline-zone-redundant |\n\n### Solution Ideas\n| Topic | URL |\n|-------|-----|\n| Generate AI-assisted documents from enterprise data | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/generate-documents-from-your-data |\n| Add image classification to apps on Azure | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/intelligent-apps-image-processing |\n| Scale many-models machine learning on Azure | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/many-models-machine-learning-azure-machine-learning |\n| Process multimodal content with Azure AI services | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/multi-modal-content-processing |\n| Design multi-agent workflow automation on Azure | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/multiple-agent-workflow-automation |\n| Forecast customer orders with Azure AI | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/next-order-forecasting |\n| Orchestrate MLOps pipelines with Azure Databricks | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/orchestrate-machine-learning-azure-databricks |\n| Design conversation analytics with Foundry Tools | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/unlock-insights-from-conversational-data |\n| Use Cosmos DB change feed for minimal-cost archival | https://learn.microsoft.com/en-us/azure/architecture/databases/idea/minimal-storage-change-feed-replicate-data |\n| Load test Event Hubs and IoT Hub with custom JMeter plugins | https://learn.microsoft.com/en-us/azure/architecture/guide/testing/load-testing/load-testing-with-custom-plugins |\n| Build real-time analytics using Azure Service Bus and Microsoft Fabric | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/analytics-service-bus |\n| Design a modern analytics architecture with Azure Databricks | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-databricks-modern-analytics-architecture |\n| Build first security layer with core Azure security services | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-security-build-first-layer-defense |\n| Stream and process real-time data with AKS and Kafka | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/data-streaming-scenario |\n| Design a DevSecOps IaC pipeline with GitHub and Azure | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/devsecops-infrastructure-as-code |\n| Build batch and streaming ETL with Databricks and Delta Lake | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ingest-etl-stream-with-adb |\n| Analyze IoT telemetry with Azure Data Explorer and IoT Hub | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/iot-azure-data-explorer |\n| Replicate and sync mainframe files to Azure storage | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/mainframe-azure-file-replication |\n| Diagram IT environment and build Azure-based threat maps | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/map-threats-it-environment |\n| Add second defense layer with Microsoft Defender XDR | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-365-defender-build-second-layer-defense |\n| Integrate Azure security with Microsoft Defender XDR services | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-365-defender-security-integrate-azure |\n| Automate security responses with Microsoft Sentinel playbooks | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-sentinel-automated-response |\n| Plan cross-tenant workload migrations between Entra tenants | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/migrate-cloud-workloads-across-security-tenants |\n| Apply multilayered security to Azure virtual machines | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/multilayered-protection-azure-vm |\n| Design SAP S/4HANA large-instance architecture on Azure | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sap-s4-hana-on-hli-with-ha-and-dr |\n| Automate SAP infrastructure on Azure with SUSE | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sap-workload-automation-suse |\n| Design cross-region TDE resiliency for SQL Managed Instance with Managed HSM | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/secure-sql-managed-instance-managed-hardware-security-module |\n| Design a modern SMB data platform with Fabric and Databricks | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/small-medium-modern-data-platform |\n\n### Design Patterns\n| Topic | URL |\n|-------|-----|\n| Implement custom auth via an Azure OpenAI gateway | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-custom-authentication |\n| Use a gateway pattern for Azure OpenAI access | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-guide |\n| Pattern for advanced monitoring via OpenAI gateway | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-monitoring |\n| Gateway pattern for multiple Azure OpenAI backends | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-multi-backend |\n| Implement Transactional Outbox with Cosmos DB and Service Bus | https://learn.microsoft.com/en-us/azure/architecture/databases/guide/transactional-out-box-cosmos |\n| Virtual hub extension pattern for shared services in Virtual WAN | https://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-virtual-wan-dns-virtual-hub-extension-pattern |\n| Implement the Ambassador pattern for helper services | https://learn.microsoft.com/en-us/azure/architecture/patterns/ambassador |\n| Use the Anti-corruption Layer pattern with legacy systems | https://learn.microsoft.com/en-us/azure/architecture/patterns/anti-corruption-layer |\n| Use the Asynchronous Request-Reply pattern for long tasks | https://learn.microsoft.com/en-us/azure/architecture/patterns/asynchronous-request-reply |\n| Design Backends for Frontends for tailored clients | https://learn.microsoft.com/en-us/azure/architecture/patterns/backends-for-frontends |\n| Apply the Bulkhead pattern to isolate failures | https://learn.microsoft.com/en-us/azure/architecture/patterns/bulkhead |\n| Use the Cache-Aside pattern for on-demand caching | https://learn.microsoft.com/en-us/azure/architecture/patterns/cache-aside |\n| Implement the Choreography pattern for workflows | https://learn.microsoft.com/en-us/azure/architecture/patterns/choreography |\n| Use the Circuit Breaker pattern for resilient calls | https://learn.microsoft.com/en-us/azure/architecture/patterns/circuit-breaker |\n| Apply the Claim-Check pattern for large messages | https://learn.microsoft.com/en-us/azure/architecture/patterns/claim-check |\n| Use the Compensating Transaction pattern for rollback | https://learn.microsoft.com/en-us/azure/architecture/patterns/compensating-transaction |\n| Use the Competing Consumers pattern for scaling | https://learn.microsoft.com/en-us/azure/architecture/patterns/competing-consumers |\n| Consolidate compute with the Resource Consolidation pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/compute-resource-consolidation |\n| Apply the CQRS pattern to separate reads and writes | https://learn.microsoft.com/en-us/azure/architecture/patterns/cqrs |\n| Implement the Deployment Stamps pattern for multitenancy | https://learn.microsoft.com/en-us/azure/architecture/patterns/deployment-stamp |\n| Design edge workload configuration for complex shop floors | https://learn.microsoft.com/en-us/azure/architecture/patterns/edge-workload-configuration |\n| Implement Event Sourcing with an append-only store | https://learn.microsoft.com/en-us/azure/architecture/patterns/event-sourcing |\n| Apply the External Configuration Store pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/external-configuration-store |\n| Use the Federated Identity pattern for external auth | https://learn.microsoft.com/en-us/azure/architecture/patterns/federated-identity |\n| Implement the Gatekeeper pattern to protect services | https://learn.microsoft.com/en-us/azure/architecture/patterns/gatekeeper |\n| Use the Gateway Aggregation pattern to combine requests | https://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-aggregation |\n| Apply the Gateway Offloading pattern for shared services | https://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-offloading |\n| Use the Gateway Routing pattern for single-endpoint APIs | https://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-routing |\n| Implement the Geode pattern for global active-active | https://learn.microsoft.com/en-us/azure/architecture/patterns/geodes |\n| Apply the Health Endpoint Monitoring pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/health-endpoint-monitoring |\n| Use the Index Table pattern to speed queries | https://learn.microsoft.com/en-us/azure/architecture/patterns/index-table |\n| Implement the Leader Election pattern for coordination | https://learn.microsoft.com/en-us/azure/architecture/patterns/leader-election |\n| Use the Materialized View pattern for fast queries | https://learn.microsoft.com/en-us/azure/architecture/patterns/materialized-view |\n| Apply the Messaging Bridge pattern to integrate systems | https://learn.microsoft.com/en-us/azure/architecture/patterns/messaging-bridge |\n| Implement the Pipes and Filters integration pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/pipes-and-filters |\n| Use the Priority Queue pattern for workloads | https://learn.microsoft.com/en-us/azure/architecture/patterns/priority-queue |\n| Apply the Publisher-Subscriber pattern on Azure | https://learn.microsoft.com/en-us/azure/architecture/patterns/publisher-subscriber |\n| Implement the Quarantine pattern for software supply chain | https://learn.microsoft.com/en-us/azure/architecture/patterns/quarantine |\n| Use Queue-Based Load Leveling to smooth demand | https://learn.microsoft.com/en-us/azure/architecture/patterns/queue-based-load-leveling |\n| Apply the Rate Limiting pattern to avoid throttling | https://learn.microsoft.com/en-us/azure/architecture/patterns/rate-limiting-pattern |\n| Implement the Retry pattern for transient faults | https://learn.microsoft.com/en-us/azure/architecture/patterns/retry |\n| Use the Saga pattern for distributed transactions | https://learn.microsoft.com/en-us/azure/architecture/patterns/saga |\n| Coordinate actions with Scheduler Agent Supervisor pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/scheduler-agent-supervisor |\n| Implement the Sequential Convoy serverless pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/sequential-convoy |\n| Implement the Sharding data partitioning pattern on Azure | https://learn.microsoft.com/en-us/azure/architecture/patterns/sharding |\n| Use the Sidecar pattern for cross-cutting concerns | https://learn.microsoft.com/en-us/azure/architecture/patterns/sidecar |\n| Host static content using the Static Content Hosting pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/static-content-hosting |\n| Modernize legacy systems with the Strangler Fig pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/strangler-fig |\n| Control resource usage with the Throttling pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/throttling |\n| Secure direct access using the Valet Key pattern | https://learn.microsoft.com/en-us/azure/architecture/patterns/valet-key |\n\n### Technology Choices\n| Topic | URL |\n|-------|-----|\n| Compare Microsoft machine learning platforms and tools | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/data-science-and-machine-learning |\n| Choose Azure AI services for image and video processing | https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/image-video-processing |\n| Select Azure speech recognition and generation services | https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/speech-recognition-generation |\n| Choose Azure targeted language processing services | https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/targeted-language-processing |\n| Select Azure data transfer tools and services | https://learn.microsoft.com/en-us/azure/architecture/data-guide/scenarios/data-transfer |\n| Select appropriate Azure AI services for applications | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/ai-services |\n| Choose Azure technologies for analytics and reporting | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/analysis-visualizations-reporting |\n| Select the right analytical data store in Azure | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/analytical-data-stores |\n| Select Azure batch processing technologies for big data | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/batch-processing |\n| Select big data storage technologies in Azure | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/data-storage |\n| Choose an analytical data store in Microsoft Fabric | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/fabric-analytical-data-stores |\n| Choose Azure natural language processing technologies | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/natural-language-processing |\n| Choose Azure data pipeline orchestration services | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/pipeline-orchestration-data-movement |\n| Choose an Azure search data store technology | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/search-options |\n| Compare Azure real-time stream processing services | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/stream-processing |\n| Compare Azure data store models for workloads | https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/understand-data-store-models |\n| Select the right Azure container hosting service | https://learn.microsoft.com/en-us/azure/architecture/guide/choose-azure-container-service |\n| Choose the right Azure container service for workloads | https://learn.microsoft.com/en-us/azure/architecture/guide/container-service-general-considerations |\n| Select the right Azure compute service | https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/compute-decision-tree |\n| Prepare to choose Azure data stores | https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/data-stores-getting-started |\n| Choose Azure hybrid hosting and connectivity options | https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/hybrid-considerations |\n| Select Azure load balancing services for applications | https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview |\n| Choose Azure asynchronous messaging services | https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/messaging |\n| Compare Java application hosting options on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/service-for-java-comparison |\n| Select the right Azure storage service | https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/storage-options |\n| Navigate Azure technology choice decision guides | https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/technology-choices-overview |\n| Select an Azure service for vector search | https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/vector-search |\n| Choose Azure compute options for microservices | https://learn.microsoft.com/en-us/azure/architecture/microservices/design/compute-options |\n| Choose compute platform options for microservices | https://learn.microsoft.com/en-us/azure/architecture/microservices/design/compute-options |\n| Evaluate Kubernetes edge compute options on Azure | https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/choose-kubernetes-edge-compute-option |\n| Choose connectivity options for on-premises to Azure VNets | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/ |\n\n### Architecture Styles\n| Topic | URL |\n|-------|-----|\n| Understand and compare Azure architecture styles | https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/ |\n| Apply Big Compute architecture style on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/big-compute |\n| Design Big Data architecture style on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/big-data |\n| Apply event-driven architecture style on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/event-driven |\n| Adopt microservices architecture style on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/microservices |\n| Implement N-tier architecture style on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/n-tier |\n| Use Web-Queue-Worker architecture style on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/web-queue-worker |\n\n### Best Practices\n| Topic | URL |\n|-------|-----|\n| Extend existing MLOps to generative AI operations | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/genaiops-for-mlops |\n| Manage foundation model versions and life cycles | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/manage-foundation-models-lifecycle |\n| Securely design multitenant RAG inferencing solutions | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/secure-multitenant-rag |\n| Design RESTful web APIs using Azure best practices | https://learn.microsoft.com/en-us/azure/architecture/best-practices/api-design |\n| Implement and publish RESTful web APIs effectively | https://learn.microsoft.com/en-us/azure/architecture/best-practices/api-implementation |\n| Implement autoscaling best practices on Azure | https://learn.microsoft.com/en-us/azure/architecture/best-practices/auto-scaling |\n| Implement reliable, scalable background jobs on Azure | https://learn.microsoft.com/en-us/azure/architecture/best-practices/background-jobs |\n| Apply effective caching strategies in Azure architectures | https://learn.microsoft.com/en-us/azure/architecture/best-practices/caching |\n| Apply CDN strategies for low-latency content delivery | https://learn.microsoft.com/en-us/azure/architecture/best-practices/cdn |\n| Plan data partitioning for scalable cloud solutions | https://learn.microsoft.com/en-us/azure/architecture/best-practices/data-partitioning |\n| Apply data partitioning strategies in Azure services | https://learn.microsoft.com/en-us/azure/architecture/best-practices/data-partitioning-strategies |\n| Preserve HTTP host headers behind Azure reverse proxies | https://learn.microsoft.com/en-us/azure/architecture/best-practices/host-name-preservation |\n| Apply Azure cloud application best practices | https://learn.microsoft.com/en-us/azure/architecture/best-practices/index-best-practices |\n| Choose message encoding formats for cloud messaging | https://learn.microsoft.com/en-us/azure/architecture/best-practices/message-encode |\n| Design monitoring and diagnostics for Azure applications | https://learn.microsoft.com/en-us/azure/architecture/best-practices/monitoring |\n| Handle transient faults in cloud-based applications | https://learn.microsoft.com/en-us/azure/architecture/best-practices/transient-faults |\n| Apply DR best practices for Azure data platforms | https://learn.microsoft.com/en-us/azure/architecture/data-guide/disaster-recovery/dr-for-azure-data-platform-recommendations |\n| Optimize Apache Cassandra performance on Azure VMs | https://learn.microsoft.com/en-us/azure/architecture/databases/guide/cassandra |\n| Move Azure IoT Hub solutions from test to production | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/iot/iot-move-to-production |\n| Build AKS CI/CD pipelines using Azure Pipelines | https://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-cicd-azure-pipelines |\n| Implement blue-green deployment strategy for AKS clusters | https://learn.microsoft.com/en-us/azure/architecture/guide/aks/blue-green-deployment-for-aks |\n| Scale Azure IoT Hub solutions to millions of devices | https://learn.microsoft.com/en-us/azure/architecture/guide/iot/scale-iot-solution-azure |\n| Design multitenant architectures for Azure IoT Hub solutions | https://learn.microsoft.com/en-us/azure/architecture/guide/multitenant/approaches/iot |\n| Secure inbound and outbound internet access for SAP on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-internet-inbound-outbound |\n| Implement SAP S/4HANA on Azure Linux with HA/DR | https://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-s4hana |\n| Apply network best practices for SAP landscapes on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-whole-landscape |\n| Plan secure access to AKS API servers | https://learn.microsoft.com/en-us/azure/architecture/guide/security/access-azure-kubernetes-service-cluster-api-server |\n| Apply best practices for workloads on Azure Spot VMs | https://learn.microsoft.com/en-us/azure/architecture/guide/spot/spot-eviction |\n| Run continuous validation with Load Testing and Chaos Studio | https://learn.microsoft.com/en-us/azure/architecture/guide/testing/mission-critical-deployment-testing |\n| Prevent IPv4 address exhaustion in large Azure networks | https://learn.microsoft.com/en-us/azure/architecture/networking/guide/internet-protocol-version-4-exhaustion |\n| Add IPv6 support to Azure hub-spoke networks | https://learn.microsoft.com/en-us/azure/architecture/networking/guide/ipv6-architecture |\n| Use Azure Private Link in hub-spoke networks | https://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-hub-spoke-network |\n| Configure DNS for Private Link in Azure Virtual WAN | https://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-virtual-wan-dns-guide |\n| Integrate SD-WAN with Azure hub-and-spoke topologies | https://learn.microsoft.com/en-us/azure/architecture/networking/guide/sdwan-integration-in-hub-and-spoke-network-topologies |\n| Check and troubleshoot AKS cluster health | https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-cluster-health |\n| Verify AKS connectivity to container registries | https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-container-registry |\n| Validate AKS admission controller health and impact | https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-controllers |\n| Monitor and triage AKS workload deployments | https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-deployment |\n| Diagnose AKS node and pod health issues | https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-node-health |\n| Use top-down triage practices for AKS operations | https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-practices |\n| Apply day-2 operations practices for AKS clusters | https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/day-2-operations-guide |\n| Troubleshoot networking issues in AKS clusters | https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/troubleshoot-network-aks |\n| Architect and optimize Event Hubs with Azure Functions | https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/event-hubs-functions |\n| Monitor Event Hubs and Azure Functions with Application Insights | https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/observability |\n| Optimize performance and scale for Event Hubs-triggered Functions | https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/performance-scale |\n| Design resilient Event Hubs and Azure Functions solutions | https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/resilient-design |\n| Secure Azure Functions integrated with Event Hubs | https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/security |\n| Protect APIs with Application Gateway and API Management | https://learn.microsoft.com/en-us/azure/architecture/web-apps/api-management/architectures/protect-apis |\n| Design multi-region Azure App Service for disaster recovery | https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/multi-region-app-service/multi-region-app-service |\n| Securely access App Service apps from on-premises networks | https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/networking/access-multitenant-web-app-from-on-premises |\n| Protect SPA access tokens using Azure API Management | https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/security/secure-single-page-application-authorization |\n\n### Anti-patterns\n| Topic | URL |\n|-------|-----|\n| Identify and remediate common Azure performance antipatterns | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/ |\n| Avoid the Busy Database performance antipattern | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/busy-database/ |\n| Detect and fix the Busy Front End antipattern | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/busy-front-end/ |\n| Detect and remediate Chatty I/O antipattern | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/chatty-io/ |\n| Mitigate the Extraneous Fetching antipattern in Azure | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/extraneous-fetching/ |\n| Avoid Improper Instantiation performance antipattern | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/improper-instantiation/ |\n| Address Monolithic Persistence data store antipattern | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/monolithic-persistence/ |\n| Identify and remediate the No-Caching antipattern | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/no-caching/ |\n| Mitigate Noisy Neighbor issues in multitenant systems | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/noisy-neighbor/noisy-neighbor |\n| Prevent Retry Storm antipattern in cloud services | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/retry-storm/ |\n| Eliminate Synchronous I/O antipattern for scalability | https://learn.microsoft.com/en-us/azure/architecture/antipatterns/synchronous-io/ |\n\n### Example Workloads\n| Topic | URL |\n|-------|-----|\n| Automate video analysis with Azure ML and Vision | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/analyze-video-computer-vision-machine-learning |\n| Automate document classification with Durable Functions | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/automate-document-classification-durable-functions |\n| Implement automated PDF forms processing on Azure | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/automate-pdf-forms-processing |\n| Build and deploy custom document models on Azure | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/build-deploy-custom-models |\n| Index blob content and metadata with Azure AI Search | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/search-blob-metadata |\n| Design secure research environments for regulated data on Azure | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/secure-compute-for-research |\n| Analyze call center conversations with Azure OpenAI | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/openai/architecture/call-center-openai-analytics |\n| Design a medallion lakehouse with Azure Data Factory | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-on-azure-landing-zones-index |\n| Apply DataOps to a modern data warehouse in Azure | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/dataops-mdw |\n| Use Delphix for data masking with ADF and Synapse | https://learn.microsoft.com/en-us/azure/architecture/databases/guide/data-obfuscation-with-delphix-in-azure-data-factory |\n| Scramble SAP data using Delphix and Azure Data Factory | https://learn.microsoft.com/en-us/azure/architecture/databases/guide/data-scrambling-for-sap-using-delphix-and-azure-data-factory |\n| Protect multitenant AKS apps with Application Gateway WAF | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic |\n| Expose and secure AKS workloads with Azure Front Door | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-front-door/aks-front-door |\n| Design an enterprise BI solution with Microsoft Fabric | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/enterprise-bi-microsoft-fabric |\n| Sync MongoDB Atlas changes to Microsoft Fabric in real time | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/sync-mongodb-atlas-fabric-analytics |\n| Implement real-time MongoDB Atlas to Fabric sync | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/sync-mongodb-atlas-fabric-analytics |\n| Implement SCI-based sustainability scoring for Azure apps | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/apps/measure-azure-app-sustainability-sci-score |\n| Apply SRE principles to build scalable Azure API platforms | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/apps/scalable-apps-performance-modeling-site-reliability |\n| Implement multiregion BCDR for Azure Virtual Desktop | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/azure-virtual-desktop/azure-virtual-desktop-multi-region-bcdr |\n| Automate certificate lifecycle management with nonintegrated CAs on Azure | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/certificate-lifecycle/ |\n| Build a unified Azure data warehouse and analytics pipeline | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/data-warehouse |\n| Implement Esri ArcGIS Pro on Azure Virtual Desktop | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/esri-arcgis-azure-virtual-desktop |\n| Implement a greenfield Microsoft Fabric lakehouse platform | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/greenfield-lakehouse-fabric |\n| Implement near real-time lakehouse processing with Synapse | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/real-time-lakehouse-data-processing |\n| Modernize SMB data warehouses with Fabric and Azure SQL | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/small-medium-data-warehouse |\n| Implement end-to-end analytics with Microsoft Fabric | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/dataplate2e/data-platform-end-to-end |\n| Implement automated APIOps deployments with API Management | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/devops/automated-api-deployments-apiops |\n| Manage Microsoft 365 tenant configuration using Azure DevOps | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/devops/manage-microsoft-365-tenant-configuration-microsoft365dsc-devops |\n| Implement resilient Azure NetApp Files shares with disaster recovery | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/enterprise-file-shares-disaster-recovery |\n| Deploy scalable Moodle on Azure with NetApp Files | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/moodle-azure-netapp-files |\n| Run Oracle Database on Azure VMs with Azure NetApp Files | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/oracle-azure-netapp-files |\n| Migrate SQL Server to Azure VMs using Azure NetApp Files | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/sql-server-azure-netapp-files |\n| Implement computer forensics chain of custody on Azure | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/forensics/ |\n| Implement Zero Trust network for web apps with Azure Firewall | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/gateway/application-gateway-before-azure-firewall |\n| Secure virtual networks with Azure Firewall and Application Gateway | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/gateway/firewall-application-gateway |\n| Operate AKS clusters using GitOps with Flux and Argo CD | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/gitops-aks/gitops-blueprint-aks |\n| Apply AKS baseline architecture on Azure Local | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/aks-baseline |\n| Build GitOps pipelines for AKS on Azure Local with Arc | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/aks-hybrid-azure-local |\n| Provide on-premises access to Azure Files with AD DS | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/azure-files-on-premises-authentication |\n| Secure hybrid messaging client access with MFA | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-client |\n| Secure hybrid messaging mobile access with MFA | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-mobile |\n| Secure web-based hybrid messaging with MFA | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-web |\n| Extend on-premises AD DS domain into Azure VNets | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/identity/adds-extend-domain |\n| Implement high availability and DR for multitier VM apps | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/multi-tier-app-disaster-recovery |\n| Implement secure API Management landing zone with App Gateway | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/app-gateway-internal-api-management-function |\n| Integrate enterprise systems using queues and events on Azure | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/queues-events |\n| Implement SMA OpCon on Azure Kubernetes for workload automation | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/sma-opcon-azure |\n| Upload files privately from IoT Hub to secured Azure Storage | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/iot/iot-private-file-upload |\n| Implement mainframe data replication to Azure with LIBER*IRIS | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-data-replication-azure-data-platform |\n| Migrate mainframe data to Azure using Rocket RDRS | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-data-replication-azure-rdrs |\n| Replicate mainframe and midrange data to Azure with Qlik | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-midrange-data-replication-azure-qlik |\n| Replicate mainframe data to Azure using Precisely Connect | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-replication-precisely-connect |\n| Modernize IBM mainframe and midrange data on Azure | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/modernize-mainframe-data-to-azure |\n| Re-engineer IBM z/OS batch applications on Azure | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/reengineer-mainframe-batch-apps-azure |\n| Rehost Software AG Adabas and Natural mainframe workloads on Azure | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/rehost-adabas-software-ag |\n| Rehost IMS DC and IMS DB on Azure with Raincode IMSql | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/rehost-ims-raincode-imsql |\n| Implement Siemens Teamcenter PLM baseline on Azure | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/manufacturing/teamcenter-baseline |\n| Build real-time monitoring and observability for media telemetry | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/monitoring/monitoring-observable-systems-media |\n| Replatform Kubernetes microservices to Azure Container Apps | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/serverless/microservices-with-container-apps |\n| Build Dapr-based microservices on Azure Container Apps | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/serverless/microservices-with-container-apps-dapr |\n| Plan WSUS deployment to update isolated Azure Windows VMs | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/wsus/ |\n| Enable ML inference on Azure IoT Edge devices | https://learn.microsoft.com/en-us/azure/architecture/guide/iot/machine-learning-inference-iot-edge |\n| Architect and deploy SAS analytics workloads on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/sas/sas-overview |\n| Manage hybrid Kubernetes clusters with Azure Arc | https://learn.microsoft.com/en-us/azure/architecture/hybrid/arc-hybrid-kubernetes |\n| Deploy Azure Arc-enabled SQL Managed Instance for DR | https://learn.microsoft.com/en-us/azure/architecture/hybrid/arc-sql-managed-instance-disaster-recovery |\n| Administer on-premises SQL Server using Azure Arc | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-arc-sql-server |\n| Integrate Azure file shares into hybrid AD DS environments | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-file-share |\n| Monitor hybrid VM performance with Azure Monitor | https://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-perf-monitoring |\n| Implement automotive test fleet telemetry analytics on Azure | https://learn.microsoft.com/en-us/azure/architecture/industries/automotive/automotive-telemetry-analytics |\n| Design massive-scale Azure Virtual WAN with multi-hub | https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/massive-scale-azure-architecture |\n| Virtual WAN design for mixed security and performance needs | https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/performance-security-optimized-vwan |\n| Single-region Private Link and DNS design in Virtual WAN | https://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-virtual-wan-dns-single-region-workload |\n| Design Windows 365 Azure network connections for Cloud PCs | https://learn.microsoft.com/en-us/azure/architecture/virtual-desktop/windows-365-azure-network-connection |\n\n### Migration Guides\n| Topic | URL |\n|-------|-----|\n| Plan Azure adoption for AWS professionals | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/ |\n| Map AWS accounts and organizations to Azure subscriptions | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/accounts |\n| Map and compare AWS compute services to Azure | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/compute |\n| Map AWS data and AI services to Azure equivalents | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/data-ai |\n| Compare AWS and Azure database technologies for migration | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/databases |\n| Map Amazon EKS concepts and configs to Azure AKS | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/ |\n| Manage and optimize AKS costs versus Amazon EKS | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/cost-management |\n| Apply governance to AKS clusters versus EKS | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/governance |\n| Migrate Kubernetes workloads from EKS to AKS | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/migrate |\n| Compare and configure AKS vs EKS monitoring and logging | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/monitoring |\n| Manage AKS nodes and node pools versus EKS | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/node-pools |\n| Secure AKS API access compared to Amazon EKS | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/private-clusters |\n| Choose AKS storage options versus Amazon EKS | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/storage |\n| Compare Kubernetes workload identity on EKS and AKS | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/workload-identity |\n| Compare AWS and Azure messaging services | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/messaging |\n| Compare AWS and Azure networking options for architects | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/networking |\n| Understand AWS vs Azure regions and zones for resiliency | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/regions-zones |\n| Compare AWS and Azure resource management models | https://learn.microsoft.com/en-us/azure/architecture/aws-professional/resources |\n| Map AWS identity solutions to Microsoft 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