Hadoop: The Definitive Guide, Third edition

 Hadoop: The Definitive Guide, Third edition

Hadoop: The Definitive Information, 3rd version By Tom White

2012 | 688 Webpages | ISBN: 1449311520 | EPUB | five MB

All set to unlock the electrical power of your info? With this thorough guide, you’ll understand how to create and preserve trustworthy, scalable, distributed techniques with Apache Hadoop. This book is ideal for programmers searching to examine datasets of any measurement, and for administrators who want to set up and run Hadoop clusters.

You’ll find illuminating case scientific tests that demonstrate how Hadoop is utilised to resolve specific problems. This third edition addresses current alterations to Hadoop, like materials on the new MapReduce API, as well as MapReduce 2 and its more adaptable execution model (YARN).

Store huge datasets with the Hadoop Distributed File System (HDFS)

Operate dispersed computations with MapReduce

Use Hadoop’s knowledge and I/O creating blocks for compression, data integrity, serialization (which includes Avro), and persistence

Uncover frequent pitfalls and innovative attributes for creating true-entire world MapReduce applications

Design, construct, and administer a dedicated Hadoop cluster—or operate Hadoop in the cloud

Load knowledge from relational databases into HDFS, employing Sqoop

Carry out big-scale data processing with the Pig query language

Examine datasets with Hive, Hadoop’s data warehousing method

Get benefit of HBase for structured and semi-structured info, and ZooKeeper for constructing dispersed methods

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