Storm Real-Time Processing Cookbook
暫譯: Storm 實時處理食譜

Quinton Anderson

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商品描述

Efficiently process unbounded streams of data in real time

Overview

  • Learn the key concepts of processing data in real time with Storm
  • Concepts ranging from Log stream processing to mastering data management with Storm
  • Written in a Cookbook style, with plenty of practical recipes with well-explained code examples and relevant screenshots and diagrams

In Detail

Storm is a free and open source distributed real-time computation system. Storm makes it easy to reliably process unbounded streams of data, doing for real-time processing what Hadoop did for batch processing. Storm is simple, can be used with any programming language, and is a lot of fun to use!

Storm Real Time Processing Cookbook will have basic to advanced recipes on Storm for real-time computation.

The book begins with setting up the development environment and then teaches log stream processing. This will be followed by real-time payments workflow, distributed RPC, integrating it with other software such as Hadoop and Apache Camel, and more.

What you will learn from this book

  • Create a log spout
  • Consume messages from a JMS queue
  • Implement unidirectional synchronization based on a data stream
  • Execute disaster recovery on a separate AWS region

Approach

A Cookbook with plenty of practical recipes for different uses of Storm.

Who this book is written for

If you are a Java developer with basic knowledge of real-time processing and would like to learn Storm to process unbounded streams of data in real time, then this book is for you.

商品描述(中文翻譯)

有效地實時處理無界限的數據流

概述

  • 學習使用 Storm 實時處理數據的關鍵概念
  • 概念涵蓋從日誌流處理到掌握使用 Storm 的數據管理
  • 以食譜風格撰寫,提供大量實用的食譜,並附有詳細解釋的代碼範例和相關的截圖及圖表

詳細內容

Storm 是一個免費且開源的分散式實時計算系統。Storm 使得可靠地處理無界限的數據流變得簡單,對於實時處理而言,Storm 的作用類似於 Hadoop 對批處理的貢獻。Storm 簡單易用,可以與任何編程語言搭配使用,並且使用起來非常有趣!

《Storm 實時處理食譜》將提供從基礎到進階的 Storm 實時計算食譜。

本書首先介紹開發環境的設置,然後教導日誌流處理。接下來將介紹實時支付工作流程、分散式 RPC、與其他軟體(如 Hadoop 和 Apache Camel)的整合等內容。

您將從本書中學到什麼

  • 創建日誌發射器
  • 從 JMS 隊列中消費消息
  • 基於數據流實現單向同步
  • 在不同的 AWS 區域執行災難恢復

方法

一本包含大量實用食譜的食譜書,適用於 Storm 的不同用途。

本書的讀者對象

如果您是一位具備基本實時處理知識的 Java 開發者,並希望學習 Storm 以實時處理無界限的數據流,那麼這本書適合您。