Distributed Tracing in Practice

Instrumenting, Analyzing, and Debugging Microservices

By: Austin Parker, Daniel Spoonhower, Jonathan Mace, Ben Sigelman, Rebecca Isaacs

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eText | 13 April 2020 | Edition Number 1

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Since most applications today are distributed in some fashion, monitoring their health and performance requires a new approach. Enter distributed tracing, a method of profiling and monitoring distributed applications—particularly those that use microservice architectures. There's just one problem: distributed tracing can be hard. But it doesn't have to be.

With this guide, you'll learn what distributed tracing is and how to use it to understand the performance and operation of your software. Key players at LightStep and other organizations walk you through instrumenting your code for tracing, collecting the data that your instrumentation produces, and turning it into useful operational insights. If you want to implement distributed tracing, this book tells you what you need to know.

You'll learn:

The pieces of a distributed tracing deployment: instrumentation, data collection, and analysis
Best practices for instrumentation: methods for generating trace data from your services
How to deal with (or avoid) overhead using sampling and other techniques
How to use distributed tracing to improve baseline performance and to mitigate regressions quickly
Where distributed tracing is headed in the future