AWS RDS Performance and Caching: IOPS, Query Tuning, and Application-Layer Cache Patterns
RDS performance: gp3 IOPS, Performance Insights / Database Insights, Proxy, replicas, ElastiCache. July 2026 tuning checklist.
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RDS performance: gp3 IOPS, Performance Insights / Database Insights, Proxy, replicas, ElastiCache. July 2026 tuning checklist.
AWS Graviton processors deliver 20-40% cost savings and better performance-per-watt. Covers the migration path, performance benchmarks, and production deployment patterns.
A technical guide to EC2 performance optimization for API workloads: instance family selection, Graviton vs x86 economics, network tuning, EBS configuration, and the Linux kernel parameters that affect throughput and tail latency.
Atlas vs EC2 vs DocumentDB on AWS: TCO flips with DBA time, not $/vCPU. July 2026: index/cache pressure, hot shards, DocumentDB API-compat caveat.
Pick runtimes by ECS density and team skills, not synthetic RPS. July 2026: FrankenPHP worker vs PHP-FPM, Node, Go memory bands + density matrix.
ECS concurrency: PHP-FPM vs Octane, Node event-loop lag, Gunicorn/asyncio, Go goroutines. July 2026 matrix + ulimit checklist.
Vite 8 (March 2026) ships Rolldown by default. July 2026: Bun install, SWC, CodeBuild cache to cut CI build minutes.
Most auto-scaling configs end up reactive: they scale after load hits, not before. This covers the patterns that anticipate demand across EC2, ECS, and Lambda, with the cost trade-offs of target tracking, step scaling, and predictive scaling.
July 2026: CloudFront (750+ POPs, Origin Shield, Functions vs Lambda@Edge) vs Cloudflare (proxy + unmetered egress). Decide with a worksheet, not a stale POP count slide.
Redis is fast, until your application retries on every cache miss and the Redis bill starts looking like the database bill. ElastiCache patterns, data structures, cluster modes, eviction policies, and the production patterns that actually reduce database load.
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