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

Amazon.com Price:  $19.28 (as of 22/04/2019 22:41 PST- Details)

Description

Get able to unlock the power of your data. With the fourth edition of this comprehensive guide, you’ll learn to build and handle reliable, scalable, distributed systems with Apache Hadoop. This book is ideal for programmers having a look to research datasets of any size, and for administrators who need to set up and run Hadoop clusters.

Using Hadoop 2 exclusively, creator Tom White presents new chapters on YARN and a few Hadoop-related projects such as Parquet, Flume, Crunch, and Spark. You’ll find out about contemporary changes to Hadoop, and explore new case studies on Hadoop’s role in healthcare systems and genomics data processing.

  • Learn fundamental components such as MapReduce, HDFS, and YARN
  • Explore MapReduce in depth, including steps for developing applications with it
  • Set up and handle a Hadoop cluster running HDFS and MapReduce on YARN
  • Learn two data formats: Avro for data serialization and Parquet for nested data
  • Use 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 Hadoop
  • Learn the HBase distributed database and the ZooKeeper distributed configuration service
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