Production Operations and Distributed Deployment: Monitoring, Versioning, and Maintaining Edge AI at Scale

Comprehensive production operations guide for distributed edge AI deployments. Covers Prometheus/Jaeger monitoring integration, data drift detection with statistical analysis, model versioning and registry management, canary deployment with automated rollback, OTA update orchestration, and fleet management patterns for 100+ edge devices.

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Building scalable software architectures for large-scale applications

Discover proven strategies for building software architectures that scale from thousands to millions of users. Learn practical patterns, real-world case studies, and avoid common pitfalls that cause applications to fail under load.

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