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Mastering Prometheus

You're reading from   Mastering Prometheus Gain expert tips to monitoring your infrastructure, applications, and services

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Product type Paperback
Published in Apr 2024
Publisher Packt
ISBN-13 9781805125662
Length 310 pages
Edition 1st Edition
Concepts
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Author (1):
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William Hegedus William Hegedus
Author Profile Icon William Hegedus
William Hegedus
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Table of Contents (21) Chapters Close

Preface 1. Part 1: Fundamentals of Prometheus FREE CHAPTER
2. Chapter 1: Observability, Monitoring, and Prometheus 3. Chapter 2: Deploying Prometheus 4. Chapter 3: The Prometheus Data Model and PromQL 5. Chapter 4: Using Service Discovery 6. Chapter 5: Effective Alerting with Prometheus 7. Part 2: Scaling Prometheus
8. Chapter 6: Advancing Prometheus: Sharding, Federation, and High Availability 9. Chapter 7: Optimizing and Debugging Prometheus 10. Chapter 8: Enabling Systems Monitoring with the Node Exporter 11. Part 3: Extending Prometheus
12. Chapter 9: Utilizing Remote Storage Systems with Prometheus 13. Chapter 10: Extending Prometheus Globally with Thanos 14. Chapter 11: Jsonnet and Monitoring Mixins 15. Chapter 12: Utilizing Continuous Integration (CI) Pipelines with Prometheus 16. Chapter 13: Defining and Alerting on SLOs 17. Chapter 14: Integrating Prometheus with OpenTelemetry 18. Chapter 15: Beyond Prometheus 19. Index 20. Other Books You May Enjoy

Introducing OpenTelemetry

At its core, OpenTelemetry (commonly abbreviated as OTel) is not a tangible technology such as Prometheus, Thanos, or Kubernetes. It’s not something that you “run,” per se. Instead, OpenTelemetry is a specification.

The OpenTelemetry project itself was born out of a rare event: the consolidation of two competing open source projects. Before OpenTelemetry became a project, two competing open source standards sought to address the problem of vendor lock-in in the observability space: OpenCensus and OpenTracing.

OpenCensus, which began in 2017, was the open source solution sponsored by Google and covered both tracing and metrics. OpenTracing, which began in 2016, was a CNCF project (like Prometheus and Kubernetes) and was – as its name implies – primarily focused on tracing. However, as one of my favorite XKCD comics explains, multiple competing standards are less than ideal.

Figure 14.1 – XKCD 927, “Standards”(Source: https://xkcd.com/927)

Figure 14.1 –...

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