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Cloud-Native Observability with OpenTelemetry

Cloud-Native Observability with OpenTelemetry

By : Boten
4.8 (8)
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Cloud-Native Observability with OpenTelemetry

Cloud-Native Observability with OpenTelemetry

4.8 (8)
By: Boten

Overview of this book

Cloud-Native Observability with OpenTelemetry is a guide to helping you look for answers to questions about your applications. This book teaches you how to produce telemetry from your applications using an open standard to retain control of data. OpenTelemetry provides the tools necessary for you to gain visibility into the performance of your services. It allows you to instrument your application code through vendor-neutral APIs, libraries and tools. By reading Cloud-Native Observability with OpenTelemetry, you’ll learn about the concepts and signals of OpenTelemetry - traces, metrics, and logs. You’ll practice producing telemetry for these signals by configuring and instrumenting a distributed cloud-native application using the OpenTelemetry API. The book also guides you through deploying the collector, as well as telemetry backends necessary to help you understand what to do with the data once it's emitted. You’ll look at various examples of how to identify application performance issues through telemetry. By analyzing telemetry, you’ll also be able to better understand how an observable application can improve the software development life cycle. By the end of this book, you’ll be well-versed with OpenTelemetry, be able to instrument services using the OpenTelemetry API to produce distributed traces, metrics and logs, and more.
Table of Contents (17 chapters)
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1
Section 1: The Basics
3
Chapter 2: OpenTelemetry Signals – Traces, Metrics, and Logs
5
Section 2: Instrumenting an Application
10
Section 3: Using Telemetry Data

Summary

With auto-instrumentation, it's possible to reduce the time that's required to instrument an existing application. Reducing the friction to get started with telemetry gives users a chance to try it before investing significant amounts of time in manual instrumentation. And although the data that's generated via auto-instrumentation is likely not enough to get to the bottom of issues in complex systems, it's a solid starting point. Auto-instrumentation can also be quite useful when you're instrumenting an unfamiliar system.

The use of instrumentation libraries allows users to gain insight into what the libraries they're using are doing, without having to learn the ins and outs of them. The OpenTelemetry libraries that are available at the time of writing can be used to instrument existing code by following the online documentation that's been made available by each language. As we'll learn in Chapter 7, Instrumentation Libraries, using...

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