Aiml

AWS Graviton processors have reached their fifth generation with 192 cores at 3nm. This guide covers Graviton4 and Graviton5 specs, performance benchmarks versus x86, the ARM server market shift, competition from Azure Cobalt and Google Axion, AI inference optimization, migration strategies, and real-world cost savings from customers like Pinterest, Datadog, and SAP.

Edge computing has fragmented into distinct tiers — CDN edge, telco edge, on-premises edge, and device edge — each with different latency profiles, compute capabilities, and use cases. This guide covers the current platform landscape across AWS, Azure, Google, and CDN providers, 5G+MEC convergence with real latency data, edge AI hardware from NVIDIA Jetson to Cloudflare Workers AI, Kubernetes at the edge, and practical architecture patterns for real-time applications.

Serverless computing in 2026 has converged with containers, solved cold starts, and become the dominant platform for AI workloads. This guide covers Lambda Durable Functions and Managed Instances, Cloudflare Workers and Containers, Vercel Fluid Compute, the serverless database landscape, event-driven orchestration, cold start benchmarks, and cost optimization strategies.