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Data-Intensive Text Processing with MapReduce eBook
$40.99 Original price was: $40.99.$30.00Current price is: $30.00.
By: Jimmy Lin; Chris Dyer
Publisher: Morgan & Claypool Publishers
Print ISBN: 9781608453429, 1608453421
eText ISBN: 9781608453436, 160845343X
Pages: 177
Format: Reflowable
eText ISBN: 9781608453436
SKU: 9781608453436
Category: Trending
Tags: Computers, Intelligence (AI) & Semantics
Print ISBN: 9781608453429
Our world is being revolutionized by data-driven methods: access to large amounts of data has generated new insights and opened exciting new opportunities in commerce, science, and computing applications. Processing the enormous quantities of data necessary for these advances requires large clusters, making distributed computing paradigms more crucial than ever. MapReduce is a programming model for expressing distributed computations on massive datasets and an execution framework for large-scale data processing on clusters of commodity servers. The programming model provides an easy-to-understand abstraction for designing scalable algorithms, while the execution framework transparently handles many system-level details, ranging from scheduling to synchronization to fault tolerance. This book focuses on MapReduce algorithm design, with an emphasis on text processing algorithms common in natural language processing, information retrieval, and machine learning. We introduce the notion of MapReduce design patterns, which represent general reusable solutions to commonly occurring problems across a variety of problem domains. This book not only intends to help the reader “think in MapReduce”, but also discusses limitations of the programming model as well. Table of Contents: Introduction / MapReduce Basics / MapReduce Algorithm Design / Inverted Indexing for Text Retrieval / Graph Algorithms / EM Algorithms for Text Processing / Closing Remarks
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