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Cloud-Native Observability with OpenTelemetry

You're reading from   Cloud-Native Observability with OpenTelemetry Learn to gain visibility into systems by combining tracing, metrics, and logging with OpenTelemetry

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Product type Paperback
Published in May 2022
Publisher Packt
ISBN-13 9781801077705
Length 386 pages
Edition 1st Edition
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Author (1):
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Alex Boten Alex Boten
Author Profile Icon Alex Boten
Alex Boten
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Table of Contents (17) Chapters Close

Preface 1. Section 1: The Basics
2. Chapter 1: The History and Concepts of Observability FREE CHAPTER 3. Chapter 2: OpenTelemetry Signals – Traces, Metrics, and Logs 4. Chapter 3: Auto-Instrumentation 5. Section 2: Instrumenting an Application
6. Chapter 4: Distributed Tracing – Tracing Code Execution 7. Chapter 5: Metrics – Recording Measurements 8. Chapter 6: Logging – Capturing Events 9. Chapter 7: Instrumentation Libraries 10. Section 3: Using Telemetry Data
11. Chapter 8: OpenTelemetry Collector 12. Chapter 9: Deploying the Collector 13. Chapter 10: Configuring Backends 14. Chapter 11: Diagnosing Problems 15. Chapter 12: Sampling 16. Other Books You May Enjoy

The purpose of OpenTelemetry Collector

In essence, OpenTelemetry Collector is a process that receives telemetry in various formats, processes it, and then exports it to one or more destinations. The collector acts as a broker between the source of the telemetry, applications, or nodes, for example, and the backend that will ultimately store the data for analysis. The following diagram shows where the collector would be deployed in an environment containing various components:

Figure 8.1 – Architecture diagram of an environment with a collector

Deploying a component such as OpenTelemetry Collector is not free as it requires additional resources to be spent on running, operating, and monitoring it. The following are some reasons why deploying a collector may be helpful:

  • You can decouple the source of the telemetry data from its destination. This means that developers can configure a single destination for the telemetry data in application code...
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