Mastering Distributed Tracing: Analyzing performance in microservices and complex systems

Understand how to apply distributed tracing to microservices-based architectures

Key Features

• A thorough conceptual introduction to distributed tracing
• An exploration of the most important open standards in the space
• A how-to guide for code instrumentation and operating a tracing infrastructure

Book Description

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.

What you will learn

• How to get started with using a distributed tracing system
• How to get the most value out of end-to-end tracing
• Learn about open standards in the space
• Learn about code instrumentation and operating a tracing infrastructure
• Learn where distributed tracing fits into microservices as a core function

Who this book is for

Any developer interested in testing large systems will find this book very revealing and in places, surprising. Every microservice architect and developer should have an insight into distributed tracing, and the book will help them on their way. System administrators with some development skills will also benefit. No particular programming language skills are required, although an ability to read Java, while non-essential, will help with the core chapters.

Table of Contents

1. Why Distributed Tracing
2. Take Tracing for a HotROD ride
3. Distributed Tracing Fundamentals
4. Instrumentation Basics with OpenTracing
5. Instrumentation of Asynchronous Applications
6. Tracing Standards and Ecosystem
7. Tracing with Service Mesh
8. All About Sampling
9. Turning the Lights On
10. Distributed Context Propagation
11. Integration with Metrics and Logs
12. Gathering Insights with Data Mining
13. Implementing Tracing in Large Organizations
14. Under the Hood of a Distributed Tracing System