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    Hadoop: The Definitive Guide (Paperback) By (author) Tom White

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    DescriptionReady to unleash the power of your massive dataset? With the latest edition of this comprehensive resource, you'll learn how to use Apache Hadoop to build and maintain reliable, scalable, distributed systems. It's ideal for programmers looking to analyze datasets of any size, and for administrators who want to set up and run Hadoop clusters. This third edition covers recent changes to Hadoop, including new material on the new MapReduce API, as well as version 2 of the MapReduce runtime (YARN) and its more flexible execution model. You'll also find illuminating case studies that demonstrate how Hadoop is used to solve specific problems. * Store large datasets with the Hadoop Distributed File System (HDFS), then run distributed computations with MapReduce * Use Hadoop's data and I/O building blocks for compression, data integrity, serialization (including Avro), and persistence * Discover common pitfalls and advanced features for writing real-world MapReduce programs * Design, build, and administer a dedicated Hadoop cluster, or run Hadoop in the cloud * Use Pig, a high-level query language for large-scale data processing * Analyze datasets with Hive, Hadoop's data warehousing system * Load data from relational databases into HDFS, using Sqoop * Take advantage of HBase, the database for structured and semi-structured data * Use ZooKeeper, the toolkit for building distributed systems


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    Title
    Hadoop: The Definitive Guide
    Authors and contributors
    By (author) Tom White
    Physical properties
    Format: Paperback
    Number of pages: 688
    Width: 178 mm
    Height: 233 mm
    Thickness: 38 mm
    Weight: 1,089 g
    Language
    English
    ISBN
    ISBN 13: 9781449311520
    ISBN 10: 1449311520
    Classifications

    BIC E4L: COM
    Nielsen BookScan Product Class 3: S10.2
    B&T Book Type: NF
    B&T Modifier: Region of Publication: 01
    B&T Modifier: Subject Development: 20
    B&T Modifier: Academic Level: 05
    BIC subject category V2: UM
    B&T Modifier: Text Format: 01
    B&T General Subject: 227
    B&T Merchandise Category: COM
    LC subject heading:
    DC22: 005.74
    Warengruppen-Systematik des deutschen Buchhandels: 16330
    B&T Approval Code: A93661628
    Ingram Subject Code: XD
    BISAC V2.8: COM051280
    B&T Approval Code: A93905500, A93603238
    BISAC V2.8: COM021030, COM030000, COM018000, COM051220
    Libri: PROG6000
    LC subject heading:
    Libri: JAVA1000
    DC23: 005.74
    LC classification: QA76.9.D5 W47 2012
    Thema V1.0: UM, UNC, UMX, UYFP, UTE, UKS, UNH
    Edition
    3, Revised
    Edition statement
    3rd Revised edition
    Publisher
    O'Reilly Media, Inc, USA
    Imprint name
    O'Reilly Media, Inc, USA
    Publication date
    12 June 2012
    Publication City/Country
    Sebastopol
    Author Information
    Tom White has been an Apache Hadoop committer since February 2007, and is a member of the Apache Software Foundation. He works for Cloudera, a company set up to offer Hadoop support and training. Previously he was as an independent Hadoop consultant, working with companies to set up, use, and extend Hadoop. He has written numerous articles for O'Reilly, java.net and IBM's developerWorks, and has spoken at several conferences, including at ApacheCon 2008 on Hadoop. Tom has a Bachelor's degree in Mathematics from the University of Cambridge and a Master's in Philosophy of Science from the University of Leeds, UK.