Book Image

Mastering Distributed Tracing

By : Yuri Shkuro
Book Image

Mastering Distributed Tracing

By: Yuri Shkuro

Overview of this book

Mastering Distributed Tracing will equip you to operate and enhance your own tracing infrastructure. Through practical exercises and code examples, you will learn how end-to-end tracing can be used as a powerful application performance management and comprehension tool. The rise of Internet-scale companies, like Google and Amazon, ushered in a new era of distributed systems operating on thousands of nodes across multiple data centers. Microservices increased that complexity, often exponentially. It is harder to debug these systems, track down failures, detect bottlenecks, or even simply understand what is going on. Distributed tracing focuses on solving these problems for complex distributed systems. Today, tracing standards have developed and we have much faster systems, making instrumentation less intrusive and data more valuable. Yuri Shkuro, the creator of Jaeger, a popular open-source distributed tracing system, delivers end-to-end coverage of the field in Mastering Distributed Tracing. Review the history and theoretical foundations of tracing; solve the data gathering problem through code instrumentation, with open standards like OpenTracing, W3C Trace Context, and OpenCensus; and discuss the benefits and applications of a distributed tracing infrastructure for understanding, and profiling, complex systems.
Table of Contents (21 chapters)
Mastering Distributed Tracing
Contributors
Preface
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15
Afterword
Index

Chapter 13. Implementing Tracing in Large Organizations

"These and other clichés will be available to you all for one more day of training with me."

— Col. O'Neill, Stargate SG-1

We have arrived at the last part of this book. Hopefully, by now you are convinced that end-to-end tracing is an invaluable and must-have tool in your arsenal for monitoring and managing the performance of complex distributed systems. Parts II and III of this book are primarily addressed to the users of distributed tracing, covering topics from how to instrument applications, to how to use tracing data to gain insights into system behavior and perform root cause analysis.

In a large organization, someone needs to be in charge of actually deploying and maintaining tracing infrastructure, so that the users can reap the benefits. Often, this is the job of a dedicated tracing team, or a larger observability team, or an even larger (in scope, not necessarily in size) infrastructure team. No matter how it is named or structured...