Big Data

Big Data

by Warren, James

Type Book
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Web-scale applications like social networks, real-time analytics, or e-commerce sites deal with a lot of data, whose volume and velocity exceed the limits of traditional database systems. These applications require architectures built around clusters of machines to store and process data of any size, or speed. Fortunately, scale and simplicity are not mutually exclusive. Big Data teaches you to build big data systems using an architecture designed specifically to capture and analyze web-scale d…

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Title Statements

  • Full title :Big Data / Warren, James.

Summary

Web-scale applications like social networks, real-time analytics, or e-commerce sites deal with a lot of data, whose volume and velocity exceed the limits of traditional database systems. These applications require architectures built around clusters of machines to store and process data of any size, or speed. Fortunately, scale and simplicity are not mutually exclusive. Big Data teaches you to build big data systems using an architecture designed specifically to capture and analyze web-scale data. This book presents the Lambda Architecture, a scalable, easy-to-understand approach that can be built and run by a small team. You'll explore the theory of big data systems and how to implement them in practice. In addition to discovering a general framework for processing big data, you'll learn specific technologies like Hadoop, Storm, and NoSQL databases.

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Edition Statements

  • Publication Date:2015.
  • Edition:1st edition

Publication Statements

  • Publisher(s):Manning Publications
  • Place of Publication:Place of publication not identified
  • Language:eng
  • Publication Date:2015.

The Physical Object

  • Description:1 online resource (328 pages)

Edition Identifiers

  • ISBN:9781617290343, 1617290343
  • oclc:on1228516039

Subjects

Bases de données -- Conception Bases de données -- Gestion Big data Data Mining Database design Database management Données volumineuses Exploration de données (Informatique) Real-time data processing Temps réel (informatique)

Writers

Warren, James Marz, Nathan Warren, James, (James O.)

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