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Load Testing & Performance Benchmarking (JMeter & k6) · Lesson

Correlating Metrics to Find Root Causes

Move beyond reading single charts: learn to overlay client and server metrics to pinpoint why performance degrades under load.

From Symptoms to Causes

A spike in response time is a symptom. Performance analysis is about finding the cause. Doing that means correlating what the load tool saw with what the server experienced at the same moment.

The Two Sides of a Test

Every load test has two data sources:

  • Client-side metrics from JMeter or k6 (latency, throughput, errors).
  • Server-side metrics (CPU, memory, GC, DB queries).

Correlation overlays both on a shared timeline.

All lessons in this course

  1. Server-Side Monitoring Tools
  2. Analyzing JMeter Results
  3. Interpreting k6 Metrics
  4. Correlating Metrics to Find Root Causes
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