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Benchmark Best Practices, Part 2: Little’s Law Ties Throughput, Latency and Concurrency Together

Second in my benchmark best practices series. Little’s law checks that throughput, latency and concurrency describe the same system, exposes the load generator’s ceiling, and turns a latency budget into a sizing requirement.

By Julien Laurenceau, 2 weeks2026-09-22 ago
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Benchmark Best Practices, Part 1: Amdahl’s Law Caps Your Scaling Claim

Part 1 of my benchmark best practices series: how I turn a scaling claim into an implied serial fraction with Amdahl’s law, and what the Universal Scalability Law adds. Includes a measured pipeline where assigning more vCPUs per image cut global throughput.

By Julien Laurenceau, 1 month2026-08-25 ago
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