Mastering Distributed Tracing: Analyzing performance in microservices and complex systems

Yuri Shkuro

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商品描述

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 is a practical guide to distributed tracing. Yuri Shkuro, the creator of Jaeger, a popular open-source distributed tracing system, offers end-to-end coverage of the field. 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.

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.

Practical exercises and code examples will equip you to use end-to-end tracing as a powerful application performance management and comprehension tool, while imparting the skills to operate and enhance your own tracing infrastructure.

    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

    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.

    商品描述(中文翻譯)

    了解如何將分散式追蹤應用於微服務架構

    主要特點:
    - 對分散式追蹤進行全面的概念介紹
    - 探索該領域中最重要的開放標準
    - 提供代碼儀器化和操作追蹤基礎設施的指南

    書籍描述:
    《分散式追蹤大師》是一本實用指南,介紹了分散式追蹤的各個方面。Jaeger的創始人Yuri Shkuro全面介紹了這個領域。從追蹤的歷史和理論基礎入手,通過代碼儀器化解決數據收集問題,使用OpenTracing、W3C Trace Context和OpenCensus等開放標準,並討論了分散式追蹤基礎設施在理解和分析複雜系統方面的好處和應用。

    隨著Google和Amazon等互聯網規模的公司的崛起,分散式系統在多個數據中心的數千個節點上運行,開啟了一個新的時代。微服務增加了這種複雜性,往往是指數級的。調試這些系統、追蹤故障、檢測瓶頸,甚至僅僅理解正在發生的事情都變得更加困難。分散式追蹤專注於解決這些複雜分散系統的問題。如今,追蹤標準已經發展完善,系統更快,儀器化更少侵入性,數據更有價值。

    通過實際練習和代碼示例,您將能夠使用端到端追蹤作為強大的應用性能管理和理解工具,同時掌握操作和增強自己的追蹤基礎設施的技能。

    您將學到:
    - 如何開始使用分散式追蹤系統
    - 如何從端到端追蹤中獲得最大價值
    - 了解該領域中的開放標準
    - 學習代碼儀器化和操作追蹤基礎設施的方法

    適合閱讀對象:
    對測試大型系統感興趣的任何開發人員都會發現這本書非常有啟發性,並且在某些地方令人驚訝。每個微服務架構師和開發人員都應該對分散式追蹤有所了解,這本書將幫助他們一路前行。具有一些開發技能的系統管理員也會受益。不需要特定的編程語言技能,但能閱讀Java(雖然不是必需的)將有助於理解核心章節。