Explore how to leverage Prometheus for continuous benchmarking in distributed systems. Learn to set up an environment that captures resource usage and internal application metrics across all components during benchmark runs. Discover the benefits of reusing existing observability infrastructure and Grafana dashboards to gain deeper insights into performance issues. Understand the architecture for storing and organizing benchmark results, enabling retrospective analysis. Get practical tips on tracking benchmarking runs and keeping result data organized. Gain valuable lessons from real-world implementation experiences and learn how to get started with this approach. Ideal for developers and system administrators looking to enhance their benchmarking practices and improve system performance diagnostics.
Storing Continuous Benchmarking Data in Prometheus
CNCF [Cloud Native Computing Foundation] via YouTube
Overview
Syllabus
Intro
Benchmarking How do you do it?
Architecture
Storing Results
Reuse your 011y
Summary
Re-use 011y infrastructure - Positive feedback Loop - Multiple components - Historical perspective
Getting started
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Taught by
CNCF [Cloud Native Computing Foundation]
