azure-architecture

name	azure-architecture
description	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, Fabric/lakehouse, SAP, IoT, or hybrid/Arc workloads and choosing Azure services for them, and other Azure Architecture related development tasks.
compatibility	Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or WebFetch to retrieve documentation.
user-invocable	false

Azure Architecture Skill

This 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.

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

This skill requires network access to fetch documentation content:

• Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch. Returns Markdown.
• Fallback: Use WebFetch. Returns Markdown.

Category Index

Category	Lines	Description
Reference Architectures	L33-L85	End-to-end Azure solution blueprints: mission-critical, secure, and hybrid architectures for AKS, data/ML, networking, DR, SAP, App Service, AVD, and enterprise integration.
Solution Ideas	L86-L120	End-to-end solution patterns for AI, analytics, IoT, security, mainframe migration, and data platforms on Azure, including reference architectures and implementation guidance.
Design Patterns	L121-L172	Patterns for resilient, scalable Azure apps: messaging, transactions, caching, gateways, auth, monitoring, data partitioning, and integration of distributed/cloud-native systems.
Technology Choices	L173-L206	Guides for choosing the right Azure/Fabric services (AI/ML, data, analytics, storage, compute, networking, messaging, search) based on workload patterns and technical requirements.
Architecture Styles	L207-L218	Guidance on choosing and designing Azure app architectures (big compute, big data, event-driven, microservices, N-tier, web-queue-worker) with patterns, components, and best practices.
Best Practices	L219-L270	Best-practice patterns for designing, securing, scaling, monitoring, and operating Azure apps and data: APIs, AKS, Event Hubs, IoT, SAP, networking, DR, caching, and generative AI ops.
Anti-patterns	L271-L285	Diagnosing and fixing common Azure performance and scalability anti-patterns (busy DB/front end, chatty I/O, no caching, noisy neighbors, retry storms, sync I/O, monolithic persistence).
Example Workloads	L286-L364	End-to-end Azure reference implementations: data/AI pipelines, Fabric and lakehouse patterns, AKS and networking, hybrid/Arc, mainframe migration, security, compliance, and industry workloads.
Migration Guides	L365-L399	Guides for migrating from AWS, GCP, on-prem, and Oracle to Azure, including service mapping, AKS vs EKS, networking/identity, security, data sync, and web app modernization patterns.

Reference Architectures

Topic	URL
Deploy a baseline enterprise Foundry chat reference architecture	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-microsoft-foundry-chat
Implement baseline Foundry chat in an Azure landing zone	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-microsoft-foundry-landing-zone
Deploy MLOps v2 CI/CD and retraining architectures	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/machine-learning-operations-v2
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
Enterprise-hardened Azure Data Factory lakehouse architecture	https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-enterprise-hardened
Mission-critical Azure Data Factory analytics architecture	https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-mission-critical
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
Deploy MongoDB Atlas securely on Azure	https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/mongodb-atlas-baseline
Move archive data from mainframes to Azure storage	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/move-archive-data-mainframes
Secure private AKS clusters with Azure Firewall and hub-spoke	https://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-firewall
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
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
Design global routing redundancy for mission-critical web apps	https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/overview
Implement multiregion load balancing with Traffic Manager and Application Gateway	https://learn.microsoft.com/en-us/azure/architecture/high-availability/traffic-manager-application-gateway
Implement enterprise cloud file shares with Azure Files	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-files-private
Design Azure Local baseline infrastructure architecture	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-baseline
Implement Azure Local storage switchless architecture	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-switchless
Design Azure Virtual Desktop on Azure Local	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-workload-virtual-desktop
Extend file services with Azure File Sync in hybrid setups	https://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-file-services
Implement a hub-spoke network topology in Azure	https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke
Implement hub-spoke networking with Azure Virtual WAN	https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke-virtual-wan-architecture
Implement TIC 3.0-compliant internet access on Azure	https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/trusted-internet-connections
Deploy Microsoft Entra security for AWS identities	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/aws/aws-azure-ad-security
Host GPU-based ML and HPC workloads on AKS	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-gpu/gpu-aks
Deploy microservices architecture on AKS with DevOps	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices
Deploy advanced AKS microservices with secure networking	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices-advanced
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
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
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
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
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
Design mission-critical architectures on Azure AKS	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-intro
Architect networking for mission-critical Azure workloads	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-networking
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
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
Deploy a multiregion AKS baseline architecture	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-multi-region/aks-multi-cluster
Use baseline reference architecture for secure AKS clusters	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks
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
Deploy a Databricks-based stream processing pipeline	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-databricks
Implement stream processing with Azure Stream Analytics	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-stream-analytics
Implement secure hybrid DMZ network in Azure	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/dmz/secure-vnet-dmz
Implement basic enterprise integration with Logic Apps and API Management	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/enterprise-integration/basic-enterprise-integration
Deploy ExpressRoute with VPN failover for hybrid connectivity	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/expressroute-vpn-failover
Deploy and secure a production Linux VM on Azure	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/linux-vm
Deploy and secure a production Windows VM on Azure	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/windows-vm
Deploy SAP HANA scale-up systems on Azure Linux VMs	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/sap/run-sap-hana-for-linux-virtual-machines
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
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
Baseline zone-redundant App Service web app architecture	https://learn.microsoft.com/en-us/azure/architecture/web-apps/app-service/architectures/baseline-zone-redundant

Solution Ideas

Topic	URL
Generate AI-assisted documents from enterprise data	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/generate-documents-from-your-data
Add image classification to apps using Azure AI services	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/intelligent-apps-image-processing
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
Process multimodal content with Azure AI services	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/multi-modal-content-processing
Design multi-agent workflow automation on Azure	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/multiple-agent-workflow-automation
Forecast customer orders with Azure AI	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/next-order-forecasting
Orchestrate MLOps pipelines with Azure Databricks	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/orchestrate-machine-learning-azure-databricks
Design a conversation analytics solution with Foundry tools	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/unlock-insights-from-conversational-data
Design polyglot persistence with Cosmos DB and SQL	https://learn.microsoft.com/en-us/azure/architecture/databases/idea/combine-relational-nosql
Use Cosmos DB change feed for minimal storage replication	https://learn.microsoft.com/en-us/azure/architecture/databases/idea/minimal-storage-change-feed-replicate-data
Plan migration of IBM z/OS OLTP workloads to Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/ibm-zos-online-transaction-processing-azure
Integrate IBM message queues with Azure data platform	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/integrate-ibm-message-queues-azure
Simulate IoT device behavior with Azure Load Testing and custom plugins	https://learn.microsoft.com/en-us/azure/architecture/guide/testing/load-testing/load-testing-with-custom-plugins
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
Design a modern analytics architecture with Azure Databricks	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-databricks-modern-analytics-architecture
Design first-layer defense with Azure security services	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-security-build-first-layer-defense
Design AKS-based real-time data streaming architecture	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/data-streaming-scenario
Design a DevSecOps IaC pipeline with GitHub and Azure	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/devsecops-infrastructure-as-code
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
Design IoT analytics with Azure Data Explorer and IoT Hub	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/iot-azure-data-explorer
Design an Azure industrial IoT reference solution	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/iot-industrial-solution-architecture
Replicate and sync mainframe files to Azure storage	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/mainframe-azure-file-replication
Map organizational threats using Azure security tools	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/map-threats-it-environment
Integrate Azure and Microsoft Defender XDR security services	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-365-defender-security-integrate-azure
Implement a second defense layer with Microsoft Defender XDR	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-defender-xdr-build-second-layer-defense
Automate incident response with Microsoft Sentinel playbooks	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-sentinel-automated-response
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
Design multilayered security for Azure virtual machines	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/multilayered-protection-azure-vm
Automate SAP infrastructure on Azure with SUSE	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sap-workload-automation-suse
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
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

Design Patterns

Topic	URL
Implement custom auth via an Azure OpenAI gateway	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-custom-authentication
Design a gateway pattern for accessing Azure OpenAI and LLMs	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-guide
Pattern for advanced monitoring via OpenAI gateway	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-monitoring
Implement Transactional Outbox with Cosmos DB and Service Bus	https://learn.microsoft.com/en-us/azure/architecture/databases/guide/transactional-out-box-cosmos
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
Implement the Ambassador pattern for helper services	https://learn.microsoft.com/en-us/azure/architecture/patterns/ambassador
Apply the Anti-Corruption Layer integration pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/anti-corruption-layer
Use the Asynchronous Request-Reply pattern for long tasks	https://learn.microsoft.com/en-us/azure/architecture/patterns/asynchronous-request-reply
Design Backends for Frontends for tailored clients	https://learn.microsoft.com/en-us/azure/architecture/patterns/backends-for-frontends
Apply the Bulkhead pattern to isolate failures	https://learn.microsoft.com/en-us/azure/architecture/patterns/bulkhead
Use the Cache-Aside pattern for on-demand caching	https://learn.microsoft.com/en-us/azure/architecture/patterns/cache-aside
Implement the Choreography pattern for workflows	https://learn.microsoft.com/en-us/azure/architecture/patterns/choreography
Use the Circuit Breaker pattern for resilient calls	https://learn.microsoft.com/en-us/azure/architecture/patterns/circuit-breaker
Apply the Claim-Check pattern for large messages	https://learn.microsoft.com/en-us/azure/architecture/patterns/claim-check
Apply the Compensating Transaction pattern in Azure	https://learn.microsoft.com/en-us/azure/architecture/patterns/compensating-transaction
Use the Competing Consumers pattern for scaling	https://learn.microsoft.com/en-us/azure/architecture/patterns/competing-consumers
Consolidate compute with the Resource Consolidation pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/compute-resource-consolidation
Apply the CQRS pattern to separate reads and writes	https://learn.microsoft.com/en-us/azure/architecture/patterns/cqrs
Implement the Deployment Stamps pattern for scale	https://learn.microsoft.com/en-us/azure/architecture/patterns/deployment-stamp
Implement Event Sourcing with an append-only store	https://learn.microsoft.com/en-us/azure/architecture/patterns/event-sourcing
Use the External Configuration Store pattern on Azure	https://learn.microsoft.com/en-us/azure/architecture/patterns/external-configuration-store
Use the Federated Identity pattern for external auth	https://learn.microsoft.com/en-us/azure/architecture/patterns/federated-identity
Implement the Gatekeeper security pattern on Azure	https://learn.microsoft.com/en-us/azure/architecture/patterns/gatekeeper
Apply the Gateway Aggregation pattern for backend calls	https://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-aggregation
Apply the Gateway Offloading pattern for shared services	https://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-offloading
Use the Gateway Routing pattern for single-endpoint APIs	https://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-routing
Implement the Geode pattern for global active-active	https://learn.microsoft.com/en-us/azure/architecture/patterns/geodes
Apply the Health Endpoint Monitoring pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/health-endpoint-monitoring
Use the Index Table pattern to speed queries	https://learn.microsoft.com/en-us/azure/architecture/patterns/index-table
Implement the Leader Election pattern for coordination	https://learn.microsoft.com/en-us/azure/architecture/patterns/leader-election
Use the Materialized View pattern for fast queries	https://learn.microsoft.com/en-us/azure/architecture/patterns/materialized-view
Apply the Messaging Bridge pattern to integrate systems	https://learn.microsoft.com/en-us/azure/architecture/patterns/messaging-bridge
Implement the Pipes and Filters integration pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/pipes-and-filters
Use the Priority Queue pattern for workloads	https://learn.microsoft.com/en-us/azure/architecture/patterns/priority-queue
Apply the Publisher-Subscriber pattern on Azure	https://learn.microsoft.com/en-us/azure/architecture/patterns/publisher-subscriber
Implement the Quarantine pattern for software supply chain	https://learn.microsoft.com/en-us/azure/architecture/patterns/quarantine
Apply the Queue-Based Load Leveling pattern on Azure	https://learn.microsoft.com/en-us/azure/architecture/patterns/queue-based-load-leveling
Apply the Rate Limiting design pattern in Azure	https://learn.microsoft.com/en-us/azure/architecture/patterns/rate-limiting-pattern
Implement the Retry pattern for transient faults	https://learn.microsoft.com/en-us/azure/architecture/patterns/retry
Implement the Saga pattern for distributed transactions	https://learn.microsoft.com/en-us/azure/architecture/patterns/saga
Coordinate actions with Scheduler Agent Supervisor pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/scheduler-agent-supervisor
Implement the Sequential Convoy serverless pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/sequential-convoy
Implement the Sharding data partitioning pattern on Azure	https://learn.microsoft.com/en-us/azure/architecture/patterns/sharding
Use the Sidecar pattern for cross-cutting concerns	https://learn.microsoft.com/en-us/azure/architecture/patterns/sidecar
Host static content using the Static Content Hosting pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/static-content-hosting
Apply the Strangler Fig pattern for legacy migration	https://learn.microsoft.com/en-us/azure/architecture/patterns/strangler-fig
Implement the Throttling pattern for resilient Azure apps	https://learn.microsoft.com/en-us/azure/architecture/patterns/throttling
Secure direct access using the Valet Key pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/valet-key

Technology Choices

Topic	URL
Compare Microsoft machine learning platforms and tools	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/data-science-and-machine-learning
Choose Azure AI services for image and video processing	https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/image-video-processing
Select Azure speech recognition and generation services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/speech-recognition-generation
Choose Azure targeted language processing services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/targeted-language-processing
Select Azure data transfer tools and services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/scenarios/data-transfer
Select appropriate Azure AI services for applications	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/ai-services
Choose Azure technologies for analytics and reporting	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/analysis-visualizations-reporting
Select the right analytical data store in Azure	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/analytical-data-stores
Select Azure batch processing technologies for big data	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/batch-processing
Select big data storage technologies in Azure	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/data-storage
Choose an analytical data store in Microsoft Fabric	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/fabric-analytical-data-stores
Select the right Microsoft Fabric deployment pattern	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/fabric-deployment-patterns
Select Azure services for NLP workloads	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/natural-language-processing
Choose Azure data pipeline orchestration services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/pipeline-orchestration-data-movement
Choose an Azure search data store technology	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/search-options
Compare Azure real-time stream processing services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/stream-processing
Compare Azure data store models for workloads	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/understand-data-store-models
Select the right Azure container hosting service	https://learn.microsoft.com/en-us/azure/architecture/guide/choose-azure-container-service
Choose the right Azure container service for workloads	https://learn.microsoft.com/en-us/azure/architecture/guide/container-service-general-considerations
Select the right Azure compute service	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/compute-decision-tree
Prepare to choose Azure data stores	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/data-stores-getting-started
Choose Azure hybrid hosting and connectivity options	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/hybrid-considerations
Select Azure load balancing services for applications	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview
Choose Azure asynchronous messaging services	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/messaging
Select the right Azure storage service	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/storage-options
Navigate Azure technology choice decision guides	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/technology-choices-overview
Select an Azure service for vector search	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/vector-search
Choose Azure compute platform for microservices workloads	https://learn.microsoft.com/en-us/azure/architecture/microservices/design/compute-options
Choose Azure compute platform for microservices workloads	https://learn.microsoft.com/en-us/azure/architecture/microservices/design/compute-options
Choose connectivity options for on-premises to Azure VNets	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/

Architecture Styles

Topic	URL
Understand and compare Azure architecture styles	https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/
Apply Big Compute architecture style on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/big-compute
Design Big Data architecture style on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/big-data
Apply event-driven architecture style on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/event-driven
Adopt microservices architecture style on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/microservices
Implement N-tier architecture style on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/n-tier
Use Web-Queue-Worker architecture style on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/web-queue-worker
Design and implement microservices architecture on Azure	https://learn.microsoft.com/en-us/azure/architecture/microservices/design/

Best Practices

Topic	URL
Extend existing MLOps to generative AI operations	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/genaiops-for-mlops
Manage foundation model versions and life cycles	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/manage-foundation-models-lifecycle
Securely design multitenant RAG inferencing solutions	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/secure-multitenant-rag
Design RESTful web APIs using Azure best practices	https://learn.microsoft.com/en-us/azure/architecture/best-practices/api-design
Implement and publish RESTful web APIs effectively	https://learn.microsoft.com/en-us/azure/architecture/best-practices/api-implementation
Implement autoscaling best practices on Azure	https://learn.microsoft.com/en-us/azure/architecture/best-practices/auto-scaling
Implement reliable, scalable background jobs on Azure	https://learn.microsoft.com/en-us/azure/architecture/best-practices/background-jobs
Apply caching best practices for Azure architectures	https://learn.microsoft.com/en-us/azure/architecture/best-practices/caching
Implement CDN best practices for Azure workloads	https://learn.microsoft.com/en-us/azure/architecture/best-practices/cdn
Design data partitioning strategies for Azure solutions	https://learn.microsoft.com/en-us/azure/architecture/best-practices/data-partitioning
Apply Azure data partitioning strategies by service	https://learn.microsoft.com/en-us/azure/architecture/best-practices/data-partitioning-strategies
Preserve HTTP host headers behind Azure reverse proxies	https://learn.microsoft.com/en-us/azure/architecture/best-practices/host-name-preservation
Apply Azure cloud application best practices	https://learn.microsoft.com/en-us/azure/architecture/best-practices/index-best-practices
Choose message encoding formats for cloud messaging	https://learn.microsoft.com/en-us/azure/architecture/best-practices/message-encode
Implement monitoring and diagnostics best practices in Azure	https://learn.microsoft.com/en-us/azure/architecture/best-practices/monitoring
Handle transient faults in cloud-based applications	https://learn.microsoft.com/en-us/azure/architecture/best-practices/transient-faults
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
Optimize Apache Cassandra performance on Azure VMs	https://learn.microsoft.com/en-us/azure/architecture/databases/guide/cassandra
Build AKS CI/CD pipelines using Azure Pipelines	https://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-cicd-azure-pipelines
Implement high availability for multitier AKS applications	https://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-high-availability
Implement blue-green deployment strategy for AKS clusters	https://learn.microsoft.com/en-us/azure/architecture/guide/aks/blue-green-deployment-for-aks
Apply coordination-minimizing practices for scalable services	https://learn.microsoft.com/en-us/azure/architecture/guide/design-principles/minimize-coordination
Scale Azure IoT Hub solutions to millions of devices	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/scale-iot-solution-azure
Design multitenant architectures for Azure IoT Hub solutions	https://learn.microsoft.com/en-us/azure/architecture/guide/multitenant/approaches/iot
Secure inbound and outbound internet for SAP on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-internet-inbound-outbound
Apply Azure network best practices for SAP landscapes	https://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-whole-landscape
Apply best practices for workloads on Azure Spot VMs	https://learn.microsoft.com/en-us/azure/architecture/guide/spot/spot-eviction
Run continuous validation with Load Testing and Chaos Studio	https://learn.microsoft.com/en-us/azure/architecture/guide/testing/mission-critical-deployment-testing
Design hybrid DNS for Azure and on-premises	https://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-dns-infra
Prevent IPv4 address exhaustion in large Azure networks	https://learn.microsoft.com/en-us/azure/architecture/networking/guide/internet-protocol-version-4-exhaustion
Use Azure Private Link in hub-spoke networks	https://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-hub-spoke-network
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
Check and troubleshoot AKS cluster health	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-cluster-health
Validate AKS admission controller health and impact	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-controllers
Monitor and triage AKS workload deployments	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-deployment
Diagnose AKS node and pod health issues	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-node-health
Use top-down triage practices for AKS operations	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-practices
Apply day-2 operations practices for AKS clusters	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/day-2-operations-guide
Troubleshoot networking issues in AKS clusters	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/troubleshoot-network-aks
Architect Event Hubs integrations with Azure Functions	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/event-hubs-functions
Monitor Event Hubs and Azure Functions with Application Insights	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/observability
Optimize performance and scale for Event Hubs Functions	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/performance-scale
Design resilient Event Hubs-triggered Azure Functions	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/resilient-design
Secure Event Hubs integrations with Azure Functions	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/security
Protect APIs with Application Gateway and API Management	https://learn.microsoft.com/en-us/azure/architecture/web-apps/api-management/architectures/protect-apis
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
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
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

Anti-patterns

Topic	URL
Identify and remediate common Azure performance antipatterns	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/
Identify and remediate the Busy Database antipattern	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/busy-database/
Detect and fix the Busy Front End antipattern	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/busy-front-end/
Detect and remediate Chatty I/O antipattern	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/chatty-io/
Mitigate the Extraneous Fetching antipattern in Azure	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/extraneous-fetching/
Avoid Improper Instantiation performance antipattern	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/improper-instantiation/
Address Monolithic Persistence data store antipattern	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/monolithic-persistence/
Identify and remediate the No-Caching antipattern	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/no-caching/
Mitigate Noisy Neighbor issues in multitenant systems	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/noisy-neighbor/noisy-neighbor
Prevent Retry Storm antipattern in cloud services	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/retry-storm/
Avoid synchronous I/O to improve scalability in Azure apps	https://learn.microsoft.com/en-us/azure/architecture/antipatterns/synchronous-io/

Example Workloads

Topic	URL
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
Automate document classification with Azure Durable Functions	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/automate-document-classification-durable-functions
Implement automated PDF forms processing on Azure	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/automate-pdf-forms-processing
Build and deploy custom document models on Azure	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/build-deploy-custom-models
Index blob content and metadata with Azure AI Search	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/search-blob-metadata
Implement a secure Azure research environment for regulated data	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/secure-compute-for-research
Implement batch analytics for call center conversations with Azure OpenAI	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/openai/architecture/call-center-openai-analytics
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
Implement DataOps for a modern Azure data warehouse	https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/dataops-mdw
Expose multitenant AKS with Application Gateway Ingress Controller	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic
Secure AKS workloads with Azure Front Door and Private Link	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-front-door/aks-front-door
Design an enterprise BI solution using Microsoft Fabric	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/enterprise-bi-microsoft-fabric
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
Implement real-time MongoDB Atlas to Fabric sync	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/sync-mongodb-atlas-fabric-analytics
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
Implement high-availability SAP on Oracle in Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/apps/sap-production
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
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
Implement automated certificate lifecycle management on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/certificate-lifecycle/
Implement a scalable Azure data warehouse and analytics pipeline	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/data-warehouse
Deploy Esri ArcGIS Pro on Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/esri-arcgis-azure-virtual-desktop
Implement a greenfield Microsoft Fabric lakehouse platform	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/greenfield-lakehouse-fabric
Implement near real-time lakehouse processing with Synapse	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/real-time-lakehouse-data-processing
Modernize SMB data warehouses with Fabric and Azure SQL	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/small-medium-data-warehouse
Build an end-to-end analytics platform with Fabric	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/dataplate2e/data-platform-end-to-end
Implement APIOps for automated Azure API deployments	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/devops/automated-api-deployments-apiops
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
Implement resilient enterprise file shares with Azure NetApp Files	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/enterprise-file-shares-disaster-recovery
Deploy scalable Moodle on Azure with NetApp Files	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/moodle-azure-netapp-files
Run Oracle Database on Azure with NetApp Files	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/oracle-azure-netapp-files
Run SQL Server on Azure VMs with Azure NetApp Files	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/sql-server-azure-netapp-files
Implement computer forensics chain of custody on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/forensics/
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
Secure virtual networks with Azure Firewall and Application Gateway	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/gateway/firewall-application-gateway
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
Implement a baseline AKS architecture on Azure Local	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/aks-baseline
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
Provide on-premises access to Azure Files securely	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/azure-files-on-premises-authentication
Secure hybrid Outlook client access with MFA	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-client
Secure hybrid Outlook mobile access with MFA	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-mobile
Secure hybrid Outlook web access with MFA	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-web
Extend on-premises Active Directory to Azure VNet	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/identity/adds-extend-domain
Implement HA and disaster recovery for multitier web apps	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/multi-tier-app-disaster-recovery
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
Integrate enterprise systems using queues and events	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/queues-events
Implement SMA OpCon on Azure Kubernetes for workload automation	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/sma-opcon-azure
Move Azure IoT Hub solutions from test to production	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/iot/iot-move-to-production
Use IoT Hub for private file uploads to Storage	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/iot/iot-private-file-upload
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
Migrate mainframe data to Azure using Rocket RDRS	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-data-replication-azure-rdrs
Implement Qlik-based mainframe data replication to Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-midrange-data-replication-azure-qlik
Replicate mainframe data to Azure using Precisely Connect	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-replication-precisely-connect
Modernize IBM mainframe and midrange data on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/modernize-mainframe-data-to-azure
Process high-volume batch transactions with AKS and Service Bus	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/process-batch-transactions
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
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
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
Implement Siemens Teamcenter PLM baseline on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/manufacturing/teamcenter-baseline
Build real-time monitoring and observability for media telemetry	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/monitoring/monitoring-observable-systems-media
Integrate Azure Quantum with classical applications	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/quantum/quantum-computing-integration-with-classical-apps
Manage Azure VM compliance with image pipelines	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/security/virtual-machine-compliance
Replatform Kubernetes microservices to Azure Container Apps	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/serverless/microservices-with-container-apps
Build Dapr-based microservices on Azure Container Apps	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/serverless/microservices-with-container-apps-dapr
Plan WSUS deployment to update isolated Azure Windows VMs	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/wsus/
Enable ML inference on Azure IoT Edge devices	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/machine-learning-inference-iot-edge
Architect and deploy SAS analytics workloads on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/sas/sas-overview
Manage hybrid Kubernetes clusters with Azure Arc	https://learn.microsoft.com/en-us/azure/architecture/hybrid/arc-hybrid-kubernetes
Deploy Azure Arc-enabled SQL Managed Instance for DR	https://learn.microsoft.com/en-us/azure/architecture/hybrid/arc-sql-managed-instance-disaster-recovery
Administer on-premises SQL Server using Azure Arc	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-arc-sql-server
Integrate Azure file shares into hybrid AD DS environments	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-file-share
Monitor hybrid VM performance with Azure Monitor	https://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-perf-monitoring
Design massive-scale Azure Virtual WAN with multi-hub	https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/massive-scale-azure-architecture
Virtual WAN design for mixed security and performance needs	https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/performance-security-optimized-vwan
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
Design Windows 365 Azure network connections for Cloud PCs	https://learn.microsoft.com/en-us/azure/architecture/virtual-desktop/windows-365-azure-network-connection

Migration Guides

Topic	URL
Map AWS services and concepts to Azure for migration	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/
Map AWS account structures to Azure subscriptions	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/accounts
Map and compare AWS compute services to Azure	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/compute
Map AWS data and AI services to Azure equivalents	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/data-ai
Map AWS database services to Azure offerings	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/databases
Map Amazon EKS concepts and configs to Azure AKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/
Manage and optimize AKS costs versus Amazon EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/cost-management
Apply governance to AKS clusters versus EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/governance
Migrate Kubernetes workloads from EKS to AKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/migrate
Compare and configure AKS vs EKS monitoring and logging	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/monitoring
Manage AKS nodes and node pools versus EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/node-pools
Secure AKS API access compared to Amazon EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/private-clusters
Compare and select AKS storage when migrating from EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/storage
Compare Kubernetes workload identity on EKS and AKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/workload-identity
Compare AWS and Azure messaging services	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/messaging
Compare AWS and Azure networking capabilities	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/networking
Understand AWS vs Azure regions and zones for resiliency	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/regions-zones
Compare AWS and Azure resource management models	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/resources
Map AWS identity solutions to Microsoft Entra ID	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/security-identity
Map AWS storage services to Azure storage options	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/storage
Migrate on-premises Oracle Database to Azure VMs	https://learn.microsoft.com/en-us/azure/architecture/databases/idea/migrate-oracle-azure-iaas
Migrate Oracle Exadata workloads to Oracle Database@Azure	https://learn.microsoft.com/en-us/azure/architecture/databases/idea/migrate-oracle-odaa-exadata
Migrate on-premises Oracle databases to Azure	https://learn.microsoft.com/en-us/azure/architecture/databases/idea/topic-migrate-oracle-azure
Map Google Cloud services and concepts to Azure	https://learn.microsoft.com/en-us/azure/architecture/gcp-professional/
Map Google Cloud services to Azure equivalents	https://learn.microsoft.com/en-us/azure/architecture/gcp-professional/services
Secure AWS environments with Microsoft security solutions	https://learn.microsoft.com/en-us/azure/architecture/guide/aws/aws-azure-security-solutions
Migrate Apache Kafka workloads to Azure services	https://learn.microsoft.com/en-us/azure/architecture/guide/hadoop/apache-kafka-migration
Replicate and sync mainframe data during Azure migration	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/migration/sync-mainframe-data-with-azure
Implement Modern Web App modernization pattern for .NET	https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/modern-web-app/dotnet/guidance
Implement Modern Web App modernization pattern for Java	https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/modern-web-app/java/guidance
Implement Reliable Web App migration pattern for .NET	https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/reliable-web-app/dotnet/guidance
Implement Reliable Web App migration pattern for Java	https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/reliable-web-app/java/guidance