MapReduce Design Patterns

Computers / Data Modeling & Design, Ebook

Until now, design patterns for the MapReduce framework have been scattered among various research papers, blogs, and books. This handy guide brings together a unique collection of valuable MapReduce patterns that will save you time and effort regardless of the domain, language, or development framework you’re using.

Each pattern is explained in context, with pitfalls and caveats clearly identified to help you avoid common design mistakes when modeling your big data architecture. This book also provides a complete overview of MapReduce that explains its origins and implementations, and why design patterns are so important. All code examples are written for Hadoop.

  • Summarization patterns: get a top-level view by summarizing and grouping data
  • Filtering patterns: view data subsets such as records generated from one user
  • Data organization patterns: reorganize data to work with other systems, or to make MapReduce analysis easier
  • Join patterns: analyze different datasets together to discover interesting relationships
  • Metapatterns: piece together several patterns to solve multi-stage problems, or to perform several analytics in the same job
  • Input and output patterns: customize the way you use Hadoop to load or store data

“A clear exposition of MapReduce programs for common data processing patterns—this book is indespensible for anyone using Hadoop.”

–Tom White, author of Hadoop: The Definitive Guide

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Mapreduce Design Patterns


Download Now Read Online

Author by : Donald Miner
Languange Used : en
Release Date : 2012-11-21
Publisher by : "O'Reilly Media, Inc."

Until now, design patterns for the MapReduce framework have been scattered among various research papers, blog

Mapreduce Design Patterns


Download Now Read Online

Author by : Donald Miner
Languange Used : en
Release Date : 2012
Publisher by : "O'Reilly Media, Inc."

Mapreduce Design Patterns


Download Now Read Online

Author by : Donald Miner
Languange Used : en
Release Date : 2012-11-21
Publisher by : "O'Reilly Media, Inc."

Until now, design patterns for the MapReduce framework have been scattered among various research papers, blog

Data Intensive Text Processing With Mapreduce


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Author by : Jimmy Lin
Languange Used : en
Release Date : 2010
Publisher by : Morgan & Claypool Publishers

Our world is being revolutionized by data-driven methods: access to large amounts of data has generated new in

Instant Mapreduce Patterns Hadoop Essentials How To


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Author by : Srinath Perera
Languange Used : en
Release Date : 2013-05-22
Publisher by : Packt Publishing Ltd

Filled with practical, step-by-step instructions and clear explanations for the most important and useful task

Data Algorithms


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Author by : Mahmoud Parsian
Languange Used : en
Release Date : 2015-07-13
Publisher by : "O'Reilly Media, Inc."

If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes

Hadoop Mapreduce Cookbook


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Author by : Srinath Perera
Languange Used : en
Release Date : 2013-01-01
Publisher by : Packt Publishing Ltd

Individual self-contained code recipes. Solve specific problems using individual recipes, or work through the

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