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Hadoop in Action by Chuck Lam (2010, Trade Paperback)

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Hadoop in Action - Paperback By Lam, Chuck. Like New Great Condition! Practically new.

About this product

Product Identifiers

PublisherManning Publications Co. LLC

ISBN-101935182196

ISBN-139781935182191

eBay Product ID (ePID)77834254

Product Key Features

Number of Pages325 Pages

LanguageEnglish

Publication NameHadoop in Action

Publication Year2010

SubjectSystems Architecture / Distributed Systems & Computing, Programming Languages / Java, Programming / Open Source

TypeTextbook

AuthorChuck Lam

Subject AreaComputers

FormatTrade Paperback

Dimensions

Item Height0.6 in

Item Weight20.1 Oz

Item Length9.2 in

Item Width7.4 in

Additional Product Features

Intended AudienceScholarly & Professional

Dewey Edition22

IllustratedYes

Dewey Decimal004.36

SynopsisHadoop in Action teaches readers how to use Hadoop and write MapReduce programs. The intended readers are programmers, architects, and project managers who have to process large amounts of data offline. Hadoop in Action will lead the reader from obtaining a copy of Hadoop to setting it up in a cluster and writing data analytic programs. The book begins by making the basic idea of Hadoop and MapReduce easier to grasp by applying the default Hadoop installation to a few easy-to-follow tasks, such as analyzing changes in word frequency across a body of documents. The book continues through the basic concepts of MapReduce applications developed using Hadoop, including a close look at framework components, use of Hadoop for a variety of data analysis tasks, and numerous examples of Hadoop in action. Hadoop in Action will explain how to use Hadoop and present design patterns and practices of programming MapReduce. MapReduce is a complex idea both conceptually and in its implementation, and Hadoop users are challenged to learn all the knobs and levers for running Hadoop. This book takes you beyond the mechanics of running Hadoop, teaching you to write meaningful programs in a MapReduce framework. This book assumes the reader will have a basic familiarity with Java, as most code examples will be written in Java. Familiarity with basic statistical concepts (e.g. histogram, correlation) will help the reader appreciate the more advanced data processing examples. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book., HIGHLIGHT Hadoop in Action is an example-rich tutorial that shows developers how to implement data-intensive distributed computing using Hadoop and the Map- Reduce framework. DESCRIPTION Hadoop is an open source implementation of Google's MapReduce framework for scalable, distributed data processing. Hadoop in Action is for programmers, architects, and project managers who have to process large amounts of data offline. The book begins with several simple examples that illustrate the basic idea behind Hadoop. Later chapters explain the core framework components and demonstrate Hadoop in a variety of data analysis tasks. Throughout the book, readers will learn best practices and design patterns, and how to write meaningful programs in a MapReduce framework. KEY POINTS * Explains distributed computing, MapReduce, and the Hadoop framework * Focuses on most-used features and rapid development solutions * Numerous hands-on examples to illustrate abstract ideas * Concise, developer-centric, "In Action" style * Multiple case studies demonstrate real-world Hadoop uses * Covers popular Hadoop extensions that ease development and extend functionality, Hadoop in Action teaches readers how to use Hadoop andwrite MapReduce programs. The intended readers areprogrammers, architects, and project managers who have toprocess large amounts of data offline. Hadoop in Actionwill lead the reader from obtaining a copy of Hadoop tosetting it up in a cluster and writing data analyticprograms. The ......

LC Classification NumberQA76.9.D5