Find architecture diagrams and technology descriptions for reference architectures, real world examples of cloud architectures, and solution ideas for common workloads on Azure.

Design solutions on Azure using established patterns and practices. Azure Architecture Center is a catalog of solution ideas, example workloads, reference architectures, technology decision guides, and architecture guides for Azure workloads.

Learn about proven practices for deploying web applications that use Azure App Service and Azure SQL Database.

Jul 24, 2023 · In this article, we delve into the synergy of Azure Landing Zones and Azure OpenAI Service, building a secure and scalable AI environment. unpacking the Azure OpenAI Landing Zone architecture, which integrates numerous Azure services for optimal AI workloads.

With hundreds of reference architectures in the Azure Architecture Center, you’ll find design principles and GitHub-hosted code samples that serve your app’s purpose and unique context. Browse reference architectures

Azure Reference Architectures show recommended deployments in Azure, along with considerations for scalability, availability, manageability, and security. Most also include

The Azure Landing Zones (Enterprise-Scale) architecture provides prescriptive guidance coupled with Azure best practices, and it follows design principles across the critical design areas for organizations to define their Azure architecture.

Apr 11, 2025 · Example: An e-commerce platform using Azure OpenAI for personalized recommendations can leverage auto-scaling to handle increased traffic during sales events, ensuring users receive timely suggestions without over-provisioning resources. For detailed architectural guidance, refer to the Architecture Best Practices for Azure OpenAI Service.

AI Reference Architectures This repository contains the recommended ways to train and deploy machine learning models on Azure. It ranges from running massively parallel hyperparameter tuning using Hyperdrive to deploying deep learning models on Kubernetes .

Aug 30, 2024 · Based on our Baseline chat architecture with AzureML , we're excited to present the end-to-end baseline reference implementation for Azure AI Studio, a definitive guide designed to facilitate the deployment of AI workloads in the cloud.