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

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

Category	Lines	Description
Reference Architectures	L37-L90	End-to-end Azure solution blueprints: mission-critical, secure, and compliant architectures for data platforms, AKS, SAP, App Service, hybrid networking, and enterprise integration.
Solution Ideas	L91-L128	End-to-end solution patterns for AI, data, analytics, security, DevOps, and migration on Azure—how to design, integrate, and operate complex workloads using multiple Azure services.
Design Patterns	L129-L177	Patterns for resilient, scalable cloud apps: messaging, transactions, routing, caching, security, identity, data partitioning, and migration using Azure services.
Technology Choices	L178-L212	Guidance on choosing the right Azure/Fabric services and architectures for AI/ML, data, analytics, storage, compute, networking, containers, and messaging based on workload needs.
Architecture Styles	L213-L224	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	L225-L281	Best-practice patterns for Azure architectures: secure APIs/RAG/ML, AKS ops and CI/CD, networking/DNS/DR, caching/CDN/IoT, SAP, VM patching, monitoring, scaling, and reliability.
Anti-patterns	L282-L296	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	L297-L396	End-to-end Azure solution blueprints: real workloads for data/AI, APIs, AKS, hybrid, security, mainframe/ERP, IoT/OPC UA, VDI, backup, and BI/Fabric architectures and operations.
Migration Guides	L397-L426	Guides for migrating from AWS, GCP, on-prem Oracle, and Kafka to Azure, mapping services (compute, data, identity, networking, Kubernetes) and comparing architectures, costs, and security.

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
Implement DR-ready Azure enterprise data platform architecture	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
Deploy a hub-spoke AKS cluster with Azure Firewall	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
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
Implement health modeling for mission-critical Azure workloads	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
Design networking for mission-critical AKS 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
Replicate and sync mainframe data to Azure during migration	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/migration/sync-mainframe-data-with-azure
Deploy and secure Linux VMs with full Azure stack	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/linux-vm
Deploy and secure Windows VMs with full Azure stack	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/windows-vm
Run SAP BW/4HANA on Azure Linux VMs	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/sap/run-sap-bw4hana-with-linux-virtual-machines
Deploy highly available SAP HANA on Azure Linux VMs	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/sap/run-sap-hana-for-linux-virtual-machines
Deploy high-availability App Service Environment across zones	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
Design image classification apps using Azure 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
Design portable adaptive applications across diverse environments	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/adaptive-apps
Design dynamic multi-agent AI systems on Azure	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ai-agents-at-scale
Design AI Search skillsets for image and text enrichment	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ai-search-skillsets
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 GitHub-based DevSecOps IaC pipeline on Azure	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/devsecops-infrastructure-as-code
Design a highly available SharePoint farm on Azure	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/highly-available-sharepoint-farm
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
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 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
Apply the choreography pattern for distributed 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
Implement federated identity authentication in Azure	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
Apply the Sequential Convoy messaging pattern in Azure	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 the right analytical data store in 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
Apply architectural considerations for Azure containers	https://learn.microsoft.com/en-us/azure/architecture/guide/container-service-general-considerations
Select the right Azure compute hosting model	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 messaging services for async workloads	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/messaging
Choose the right Azure storage service for workloads	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/storage-options
Use Azure technology choice comparison resources	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/technology-choices-overview
Select the right Azure service for vector search workloads	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 Kubernetes edge compute options on Azure	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/choose-kubernetes-edge-compute-option
Choose connectivity options for on-premises to Azure VNets	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/
Choose between VNet peering and VPN gateways for spoke connectivity	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/virtual-network-peering

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
Use a gateway to securely expose Foundry models	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-guide
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
Implement agentic RAG architectures with Azure AI	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/rag/rag-agentic
Configure and optimize RAG information retrieval on Azure	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/rag/rag-information-retrieval
Engineer effective prompts for Azure RAG solutions	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/rag/rag-prompt-engineering
Design and evaluate Azure RAG solutions rigorously	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/rag/rag-solution-design-and-evaluation-guide
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
Design disaster recovery strategy for Azure data platforms	https://learn.microsoft.com/en-us/azure/architecture/data-guide/disaster-recovery/dr-for-azure-data-platform-overview
Apply DR recommendations and recovery objectives for Azure data	https://learn.microsoft.com/en-us/azure/architecture/data-guide/disaster-recovery/dr-for-azure-data-platform-recommendations
Plan DR activities for Azure data platform components	https://learn.microsoft.com/en-us/azure/architecture/data-guide/disaster-recovery/dr-for-azure-data-platform-scenario-details
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
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
Implement CI/CD for AKS microservices with Azure DevOps and Helm	https://learn.microsoft.com/en-us/azure/architecture/microservices/ci-cd-kubernetes
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
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
Optimize Azure Functions with Event Hubs integration	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/event-hubs-functions
Monitor Azure Functions and Event Hubs topologies	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/observability
Optimize Event Hubs-triggered Azure Functions performance	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 Azure Functions integrated with Event Hubs	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/security
Implement scalable Windows VM patch management on Azure	https://learn.microsoft.com/en-us/azure/architecture/virtual-machines/patch-management
Protect APIs with Application Gateway and API Management	https://learn.microsoft.com/en-us/azure/architecture/web-apps/api-management/architectures/protect-apis
Secure SPA authorization 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
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
Implement write-through caching with Azure SQL and Redis	https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/write-through-caching-azure-sql-managed-redis
Implement Power Automate and AI Builder to extract text from images	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/ai/extract-object-text
Implement multitenant AKS ingress with Application Gateway for Containers	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agc
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
Implement real-time MongoDB Atlas to Fabric sync	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/sync-mongodb-atlas-fabric-analytics
Migrate legacy web apps using Azure API Management	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/apps/apim-api-scenario
Implement securely managed web apps with App Service Environment	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/apps/fully-managed-secure-apps
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
Deploy SAP NetWeaver with Oracle DB on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/apps/sap-production
Apply SRE principles to 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
Automate Microsoft 365 tenant configuration with 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 web apps with Azure Firewall and Application Gateway	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
Host small to medium WordPress sites on Azure App Service	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/wordpress-app-service
Deploy large WordPress sites on AKS with Azure Front Door	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/wordpress-container
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
Migrate IBM z/OS mainframes with Avanade AMT	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/avanade-amt-zos-migration
Extend mainframe systems with REST APIs on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/extend-mainframes-rest-apis
Refactor general mainframe applications to Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/general-mainframe-refactor
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 to Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/modernize-mainframe-data-to-azure
Implement high-volume batch processing on AKS	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/process-batch-transactions
Reengineer mainframe batch applications on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/reengineer-mainframe-batch-apps-azure
Modernize Adabas and Natural mainframes on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/refactor-adabas-aks
Rehost Adabas and Natural applications on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/rehost-adabas-software-ag
Rehost IMS databases and data communications on Azure	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
Implement split-brain DNS for internal and internet web access	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/networking/split-brain-dns
Implement hybrid quantum-classical apps with Azure Quantum	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
Migrate on-premises AIX UNIX to Azure Linux	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/unix-migration/migrate-aix-azure-linux
Add agentic AI to OPC UA industrial IoT solution	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/agentic-ai-for-the-solution
Connect Azure Data Explorer to OPC UA IoT solution	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/how-to-connect-azure-data-explorer-to-solution
Connect Azure Databricks to OPC UA IoT solution	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/how-to-connect-databricks-to-solution
Integrate Dynamics 365 Field Service with OPC UA telemetry	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/how-to-connect-dynamics-field-service-to-the-solution
Integrate Microsoft Fabric with OPC UA IoT solution	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/how-to-connect-fabric-to-solution
Use Azure Managed Grafana with OPC UA IoT solution	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/how-to-connect-grafana-to-solution
Connect on-premises SAP ERP to OPC UA IoT solution	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/how-to-connect-on-premises-sap-to-the-solution
Connect Power BI to OPC UA industrial IoT solution	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/how-to-connect-power-bi-to-the-solution
Enable an industrial dataspace on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/how-to-enable-industrial-dataspaces
Import OPC UA information models from UA Cloud Library	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/import-opc-ua-information-models-from-ua-cloud-library
Implement an OPC UA industrial IoT reference solution	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/iot-industrial-solution-architecture
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
Implement ransomware-resilient backups with Azure Backup	https://learn.microsoft.com/en-us/azure/architecture/security/ransomware-resilient-backup-architecture/
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 accounts and organizations to Azure structures	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
Compare and govern EKS vs AKS Kubernetes clusters	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 services to Azure equivalents	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