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

Bet on emerging standards


Whether you decide to deploy an open source tracing platform like Jaeger or Zipkin, use a commercial vendor, or even build your own, there are a few critical choices you need to make to future-proof your efforts. Instrumenting a code base is expensive and time-consuming, so you only want to do it once. Vendor-neutral standards like OpenTracing give you the flexibility of changing your mind later about which tracing backend you want to use. However, the OpenTracing API does not dictate how the trace context is represented on the wire, leaving this decision to the implementations, and ultimately to you, since many implementations are configurable. As an example, the Jaeger clients can use Jaeger's native trace context format [2], or the B3 headers popularized by the Zipkin project [3].

Similarly, the OpenCensus libraries also support B3 headers, as well as the emerging W3C Trace Context format [4]. In some way, choosing the propagation format is even more important...