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What you will learn from this book How to install Hadoop MapReduce and HDFS to begin running examples How to configure and administer Hadoop and HDFS securely Understanding the internals of Hadoop and how Hadoop can be extended to suit your needs How to use HBase, Hive, Pig, Mahout, and Nutch to get things done easily and efficiently How to use MapReduce to solve many types of analytics problems Solve complex problems such as classifications, finding relationships, online marketing, and recommendations Using MapReduce for massive text data processing How to use cloud environments to perform Hadoop computation
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Hadoop MapReduce
Cookbook
Recipes for analyzing large and complex datasets with
Hadoop MapReduce
Srinath Perera
Thilina Gunarathne
BIRMINGHAM - MUMBAI
Hadoop MapReduce Cookbook
Copyright © 2013 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or
transmitted in any form or by any means, without the prior written permission of the publisher,
except in the case of brief quotations embedded in critical articles or reviews.
Every effort has been made in the preparation of this book to ensure the accuracy of the
information presented. However, the information contained in this book is sold without
warranty, either express or implied. Neither the authors, nor Packt Publishing, and its dealers
and distributors will be held liable for any damages caused or alleged to be caused directly or
indirectly by this book.
Packt Publishing has endeavored to provide trademark information about all of the companies
and products mentioned in this book by the appropriate use of capitals. However, Packt
Publishing cannot guarantee the accuracy of this information.
First published: February 2013
Production Reference: 2250113
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-84951-728-7
www.packtpub.com
Cover Image by J.Blaminsky (milak6@wp.pl)
Credits
Authors
Srinath Perera
Thilina Gunarathne
Reviewers
Masatake Iwasaki
Shinichi Yamashita
Acquisition Editor
Robin de Jongh
Lead Technical Editor
Arun Nadar
Technical Editors
Vrinda Amberkar
Dennis John
Dominic Pereira
Project Coordinator
Amey Sawant
Proofreader
Mario Cecere
Indexer
Hemangini Bari
Graphics
Valentina D'Silva
Production Coordinator
Arvindkumar Gupta
Cover Work
Arvindkumar Gupta
About the Authors
Srinath Perera is a Senior Software Architect at WSO2 Inc., where he overlooks the overall
WSO2 platform architecture with the CTO. He also serves as a Research Scientist at Lanka
Software Foundation and teaches as a visiting faculty at Department of Computer Science
and Engineering, University of Moratuwa. He is a co-founder of Apache Axis2 open source
project, and he has been involved with the Apache Web Service project since 2002, and is a
member of Apache Software foundation and Apache Web Service project PMC. Srinath is also
a committer of Apache open source projects Axis, Axis2, and Geronimo.
He received his Ph.D. and M.Sc. in Computer Sciences from Indiana University, Bloomington,
USA and received his Bachelor of Science in Computer Science and Engineering from
University of Moratuwa, Sri Lanka.
Srinath has authored many technical and peer reviewed research articles, and more detail
can be found from his website. He is also a frequent speaker at technical venues.
He has worked with large-scale distributed systems for a long time. He closely works with
Big Data technologies, such as Hadoop and Cassandra daily. He also teaches a parallel
programming graduate class at University of Moratuwa, which is primarily based on Hadoop.
I would like to thank my wife Miyuru and my parents, whose never-ending
support keeps me going. I also like to thanks Sanjiva from WSO2 who
encourage us to make our mark even though project like these are not in
the job description. Finally I would like to thank my colleges at WSO2 for
ideas and companionship that have shaped the book in many ways.
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