Hadoop: The Definitive Guide: Storage and Analysis at Internet Scale

By | November 21, 2017
Hadoop: The Definitive Guide: Storage and Analysis at Internet Scale Author Tom White
ISBN-10 1491901632
ISBN-13 9781491901632
Year 2015-04-11
Pages 756
Language English
Publisher O’Reilly Media
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Get ready to unlock the power of your data With the fourth edition of this comprehensive guide youll 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 Using Hadoop 2 exclusively author Tom White presents new chapters on YARN and several Hadoop related projects such as Parquet Flume Crunch and Spark Youll learn about recent changes to Hadoop and explore new case studies on Hadoops role in healthcare systems and genomics data processing Learn fundamental components such as MapReduce HDFS and YARNExplore MapReduce in depth including steps for developing applications with itSet up and maintain a Hadoop cluster running HDFS and MapReduce on YARNLearn two data formats Avro for data serialization and Parquet for nested dataUse data ingestion tools such as Flume for streaming data and Sqoop for bulk data transfer Understand how high level data processing tools like Pig Hive Crunch and Spark work with HadoopLearn the HBase distributed database and the ZooKeeper distributed configuration service

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