Data-Intensive Text Processing with MapReduce PDF (Adobe DRM) download by Chris Dyer

Data-Intensive Text Processing with MapReduce

Morgan & Claypool Publishers
Publication date: October 2010
ISBN: 9781608453436
Digital Book format: PDF (Adobe DRM)

Buy PDF

List price:
$40.00
Our price:
$37.99

You save: $2.01 (5%)
GET THIS EBOOK
FOR FREE!
Join our Facebook sweepstake, share and
get 10 likes. Winners
get notified in 24H!
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
Please sign in to review this product.
Format:
Devices:
Data-Intensive Text Processing with MapReduce PDF (Adobe DRM) can be read on any device that can open PDF (Adobe DRM) files.

File Size:
1165 Kb
Language:
ENG
Copy From Text:
Disabled.
Printing:
Disabled.
Data-Intensive Text Processing with MapReduce PDF (Adobe DRM) download by Chris Dyer
Morgan & Claypool Publishers, October 2010
ISBN: 9781608453436
EAN:  9781608453436
PDF (Adobe DRM)
List Price: $40.00 eBook price: $37.99
Data-Intensive Text Processing with MapReduce ePub (Adobe DRM) download by Chris Dyer
Morgan & Claypool Publishers, October 2010
ISBN: 9781608453436
EAN:  2370004505619
ePub (Adobe DRM)
List Price: $40.00 eBook price: $37.99