Michael Bruno

Solution Architecture

Azure Event-Driven Order Processing Architecture

High-level architecture showing three contexts: Client/Trigger, Azure PaaS Resources, and Infrastructure. Click to enlarge.

Key Achievements

Cost Efficiency

90% cost reduction vs traditional VM hosting through serverless consumption model

Auto-Scaling

Scales from 0 to 200 instances automatically based on queue depth

Built-in Resilience

Automatic retry logic with exponential backoff and poison message handling

Full Observability

End-to-end distributed tracing with Application Insights integration

Technology Stack

Core Technologies:

  • Azure Functions - Serverless compute with HTTP and Queue triggers
  • Storage Queues - Reliable, cost-effective message delivery
  • .NET 8 - Modern C# with isolated worker model
  • Bicep - Infrastructure as Code for repeatable deployments
  • Application Insights - Comprehensive monitoring and diagnostics

This implementation demonstrates several enterprise patterns:

  • Event-Driven Architecture - Decoupled components communicating via messages
  • Queue-Based Load Leveling - Smooth traffic spikes through asynchronous processing
  • Retry Pattern - Automatic handling of transient failures
  • Circuit Breaker - Prevent cascading failures in distributed systems
  • Correlation IDs - End-to-end request tracking across services

Why Storage Queues over Service Bus?

  • Simple FIFO ordering sufficient for order processing
  • Significantly lower cost for demo/POC scenarios
  • No base infrastructure charges (pay per transaction only)
  • 500TB capacity handles enterprise volumes

Service Bus would be preferred for scenarios requiring guaranteed ordering, duplicate detection, or complex routing patterns.

Implementation Highlights

Infrastructure as Code Benefits:

  • Complete infrastructure defined in version-controlled Bicep templates
  • Parameterized deployments for multiple environments
  • System Managed Identity eliminates credential management
  • One-command deployment of entire solution

Production-Ready Features:

  • Comprehensive error handling and structured logging
  • Async/await patterns throughout for optimal performance
  • Dependency injection for testability
  • Health checks and readiness probes
  • Custom metrics for business event tracking

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