Correlating Logs, Metrics, Traces
Learn advanced techniques for linking and correlating data across all three observability pillars. Understand how to build a unified view for faster root cause analysis.
Unifying Observability Data
Welcome! In complex systems, understanding issues quickly is key. Logs, metrics, and traces each offer a piece of the puzzle, but they often live in separate tools.
This lesson explores how to link these distinct signals together, creating a powerful, unified view of your application's health and performance.
The Correlation Challenge
Imagine an alert goes off: a metric shows high error rates. Where do you look next?
- Logs: You might search for error messages, but which ones are related to the alert?
- Traces: You might look for slow requests, but how do they connect to the specific error count?
Without correlation, you're left manually sifting through mountains of data across different systems, wasting precious time.
All lessons in this course
- Correlating Logs, Metrics, Traces
- Anomaly Detection and AI Ops
- SLOs, SLIs, and Error Budgets
- The RED and USE Methods