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

Where to start


In the previous sections, we discussed techniques that can help with making the tracing rollout a "zero touch" process, that is, without requiring any additional manual work by all the application teams.

Sadly, very often a completely hands-off approach is not feasible, otherwise we would have seen a much higher rate of tracing adoption in the industry. Therefore, since we need to spread the work across the organization, we need to address some organizational questions:

  • Where do we start?

  • Is it all-or-nothing or can we do an incremental rollout?

  • How do we get buy-in from the management and application developers?

Once again, I do not presume to have a rule book that guarantees success. I have, however, observed some common patterns from discussions with industry practitioners. The most common advice people give is this: start with the workflows that are most important to your business. For example, for a ridesharing app it is more important that the workflow for taking a ride is...