Hadoop : the definitive guide
(eBook)
Author
Published
Sebastopol, CA : O'Reilly, 2012.
Edition
3rd ed.
ISBN
9781449338787, 144933878X, 9781449338770, 1449338771
Physical Desc
1 online resource (xxiii, xxiii, 667 pages) : illustrations.
Status
Description
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Subjects
OCLC Fast Subjects
Also in this Series
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More Details
Format
eBook
Language
English
Notes
Bibliography
Includes bibliographical references and index.
Description
Annotation,Ready to unlock the power of your data? With this comprehensive guide, you'll learn how to build and maintain reliable, scalable, distributed systems with Apache Hadoop. This book is ideal for programmers looking to analyze datasets of any size, and for administrators who want to set up and run Hadoop clusters. You ll find illuminating case studies that demonstrate how Hadoop is used to solve specific problems. This third edition covers recent changes to Hadoop, including material on the new MapReduce API, as well as MapReduce 2 and its more flexible execution model (YARN). Store large datasets with the Hadoop Distributed File System (HDFS)Run distributed computations with MapReduceUse Hadoops data and I/O building blocks for compression, data integrity, serialization (including Avro), and persistenceDiscover common pitfalls and advanced features for writing real-world MapReduce programsDesign, build, and administer a dedicated Hadoop cluster or run Hadoop in the cloudLoad data from relational databases into HDFS, using SqoopPerform large-scale data processing with the Pig query languageAnalyze datasets with Hive, Hadoops data warehousing systemTake advantage of HBase for structured and semi-structured data, and ZooKeeper for building distributed systems.
Local note
O'Reilly,O'Reilly Online Learning Platform: Academic Edition (EZproxy Access)
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Citations
APA Citation, 7th Edition (style guide)
White, T. (2012). Hadoop: the definitive guide (3rd ed.). O'Reilly.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)White, Tom. 2012. Hadoop: The Definitive Guide. O'Reilly.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)White, Tom. Hadoop: The Definitive Guide O'Reilly, 2012.
MLA Citation, 9th Edition (style guide)White, Tom. Hadoop: The Definitive Guide 3rd ed., O'Reilly, 2012.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.