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

Brown Tracing Plane


The team at Brown University, led by Prof. Rodrigo Fonseca, has done a lot of research in the space of distributed tracing, including the development of event-based tracing system X-Trace [1], monitoring framework Pivot Tracing [2], which we will discuss in this chapter, and many other projects. They have developed the Tracing Plane [3], a shared set of components that provide core generic metadata propagation (or "baggage", which is where the term came from) on top of which the other projects are built. Recently, the Tracing Plane has been generalized in a more principled way [4] that we are going to review here.

The need for a general-purpose context propagation framework becomes obvious if we consider a large number of existing so-called "cross-cutting" tools that focus on the analysis and management of end-to-end executions in distributed systems, such as using tenant IDs for resource accounting and coordinated scheduling decisions across components; propagating targeting...