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Learn how to handle noisy benchmark results through Change Point Detection (CPD) in this 16-minute conference talk from SREcon24 Europe/Middle East/Africa. Explore how modern systems' inherent nondeterministic nature creates challenges in performance testing, and discover practical solutions using CPD techniques. Delve into the mechanics of Change Point Detection, understand its application in detecting significant performance changes despite unstable results, and get introduced to available open source tools for implementing CPD in benchmark analysis. Presented by Matt Fleming from Cloudflare, gain valuable insights into improving the reliability of performance testing in complex systems.
Syllabus
SREcon24 Europe/Middle East/Africa - Taming Noisy Benchmark Results Using Change Point Detection
Taught by
USENIX