Description
Book Synopsis: 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
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Details
Unlock the power of your data with Hadoop: The Definitive Guide. In this comprehensive fourth edition, you'll gain the knowledge to build and maintain reliable, scalable, distributed systems using Apache Hadoop. Perfect for programmers and administrators alike, this book covers the latest developments in Hadoop 2, including YARN and related projects like Parquet, Flume, Crunch, and Spark.
Stay up-to-date with recent changes to Hadoop and discover how it plays a crucial role in healthcare systems and genomics data processing. Learn about fundamental components like MapReduce, HDFS, and YARN, and explore them in depth with practical steps for developing applications. Set up and manage a Hadoop cluster, and discover two essential data formats: Avro for data serialization and Parquet for nested data. Ingest and transfer data with tools like Flume and Sqoop, and gain insights into high-level data processing tools such as Pig, Hive, Crunch, and Spark.
Don't miss out on this essential guide that will enable you to leverage the full potential of your data. Order your copy of Hadoop: The Definitive Guide: Storage and Analysis at Internet Scale today.
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