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Storm Blueprints: Patterns for Distributed Real-time Computation Cover

Storm Blueprints: Patterns for Distributed Real-time Computation

One of the best ways of getting to grips with the world's most popular framework for real-time processing is to study real-world projects. This books lets you do just that, resulting in a sound understanding of the fundamentals.

Publisher:Packt Publishing Limited
By:   
Paid access
|Jan 2025
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Description

Key Features

    Book Description

    A blueprints book with 10 different projects built in 10 different chapters which demonstrate the various use cases of storm for both beginner and intermediate users, grounded in real-world example applications. Although the book focuses primarily on Java development with Storm, the patterns are more broadly applicable and the tips, techniques, and approaches described in the book apply to architects, developers, and operations. Additionally, the book should provoke and inspire applications of distributed computing to other industries and domains. Hadoop enthusiasts will also find this book a good introduction to Storm, providing a potential migration path from batch processing to the world of real-time analytics.

    What you will learn

    • Learn the fundamentals of Storm
    • Install and configure storm in pseudodistributed and fullydistributed mode
    • Familiarize yourself with the fundamentals of Trident and distributed state
    • Design patterns for data flows in a distributed system
    • Create integration patterns for persistence mechanisms such as Titan
    • Deploy and run Storm clusters by leveraging YARN
    • Achieve continuous availability and fault tolerance through distributed storage
    • Recognize centralized logging mechanisms and processing
    • Implement polyglot persistence and distributed transactions
    • Calculate the effectiveness of a campaign using clickthrough analysis

    Who this book is for

    Table of Contents

      PDF ISBN: 978-1-78216-830-0
      Publisher: Packt Publishing Limited
      Copyright owner: © 2014 Packt Publishing Limited
      Publication date: 2025
      Language: English
      Pages: 336
      Related subjects:
      Computer sciences,
      Computer sciences, other

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