Hadoop: The Definitive Guide

Storage and Analysis at Internet Scale

Nonfiction, Computers, Programming, Parallel Programming, Database Management, General Computing
Cover of the book Hadoop: The Definitive Guide by Tom White, O'Reilly Media
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Author: Tom White ISBN: 9781491901700
Publisher: O'Reilly Media Publication: March 25, 2015
Imprint: O'Reilly Media Language: English
Author: Tom White
ISBN: 9781491901700
Publisher: O'Reilly Media
Publication: March 25, 2015
Imprint: O'Reilly Media
Language: English

Get ready to unlock the power of your data. With the fourth edition of 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.

Using Hadoop 2 exclusively, author Tom White presents new chapters on YARN and several Hadoop-related projects such as Parquet, Flume, Crunch, and Spark. You’ll learn about recent 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 maintain 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
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Get ready to unlock the power of your data. With the fourth edition of 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.

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

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