Cloud Native Observability With Prometheus And Opentelemetry

Study guide for Cloud Native Observability With Prometheus And Opentelemetry — generated by NSAF StudyWS pipeline.

Textbook

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Chapter Guides

  1. 1 Foundations of Cloud-native Observability
  2. 2 The Three Signals: Metrics, Logs, and Traces in Depth
  3. 3 Prometheus Architecture and Data Model
  4. 4 PromQL — Querying Time-Series Data
  5. 5 OpenTelemetry Architecture: API, SDK, and Collector
  6. 6 Instrumentation: Manual, Automatic, and Zero-Code
  7. 7 Distributed Tracing with OpenTelemetry
  8. 8 Metrics Pipeline: Bridging OpenTelemetry and Prometheus
  9. 9 Logs, Events, and Cross-Signal Correlation
  10. 10 The OpenTelemetry Collector in Depth
  11. 11 Sampling, Performance, and Cost Control
  12. 12 SLOs, Alerting, and Operational Excellence