Fundamentals of Stream Processing: Application Design, Systems, and Analytics
暫譯: 流處理基礎:應用設計、系統與分析

Henrique C. M. Andrade, Buğra Gedik, Deepak S. Turaga

  • 出版商: Cambridge
  • 出版日期: 2014-04-14
  • 售價: $4,190
  • 貴賓價: 9.5$3,981
  • 語言: 英文
  • 頁數: 558
  • 裝訂: Hardcover
  • ISBN: 1107015545
  • ISBN-13: 9781107015548
  • 海外代購書籍(需單獨結帳)

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商品描述

Stream processing is a novel distributed computing paradigm that supports the gathering, processing, and analysis of high-volume, heterogeneous, continuous data streams, to extract insights and actionable results in real time. This comprehensive, hands-on guide combining the fundamental building blocks and emerging research in stream processing is ideal for application designers, system builders, analytic developers, as well as students and researchers in the field. This book introduces the key components of the stream computing paradigm, including the distributed system infrastructure, the programming model, design patterns, and streaming analytics. The explanation of the underlying theoretical principles, illustrative examples and implementations using the IBM InfoSphere Streams SPL language, and real-world case studies provide students and practitioners with a comprehensive understanding of such applications and the middleware that supports them.

商品描述(中文翻譯)

流處理是一種新穎的分散式計算範式,支持高容量、異質性、持續數據流的收集、處理和分析,以實時提取洞察和可行的結果。本書是一部全面的實用指南,結合了流處理的基本構建塊和新興研究,適合應用設計師、系統建構者、分析開發人員,以及該領域的學生和研究人員。本書介紹了流計算範式的關鍵組件,包括分散式系統基礎設施、編程模型、設計模式和流分析。對於基礎理論原則的解釋、使用 IBM InfoSphere Streams SPL 語言的示例和實現,以及現實世界的案例研究,為學生和從業者提供了對這些應用及其支持中介軟體的全面理解。