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Sinopsis
Get ready to unlock the power of your data. With the fourth edition of this comprehensive guide, youâ 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. Youâ ll learn about recent changes to Hadoop, and explore new case studies on Hadoopâ 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
"Sinopsis" puede pertenecer a otra edición de este libro.
Acerca del autor
Tom White has been an Apache Hadoop committer since February 2007, and is a member of the Apache Software Foundation. He has written numerous articles for O'Reilly, java.net and IBM's developerWorks, and has spoken at several conferences, including at ApacheCon 2008 on Hadoop.
"Sobre este título" puede pertenecer a otra edición de este libro.
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Hadoop: The Definitive Guide
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ISBN 10: 1491901632
ISBN 13: 9781491901632
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Hadoop: The Definitive Guide
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O'Reilly Media, 2015
ISBN 10: 1491901632
ISBN 13: 9781491901632
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Hadoop: the Definitive Guide : Storage and Analysis at Internet Scale
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Hadoop: the Definitive Guide : Storage and Analysis at Internet Scale
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ISBN 10: 1491901632
ISBN 13: 9781491901632
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Hadoop ââ â The Definitive Guide 4e: Storage and Analysis at Internet Scale
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Paperback. Condición: Very Good. 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. You'll find illuminating case studies that demonstrate how Hadoop is used to solve specific problems. This edition includes new case studies, updates on Hadoop 2, a refreshed HBase chapter, and new chapters on Crunch and Flume. Author Tom White also suggests learning paths for the book.Store large datasets with the Hadoop Distributed File System (HDFS) Run distributed computations with MapReduce Use Hadoop's data and I/O building blocks for compression, data integrity, serialization (including Avro), and persistence Discover common pitfalls and advanced features for writing real-world MapReduce programs Design, build, and administer a dedicated Hadoop cluster - or run Hadoop in the cloud Load data from relational databases into HDFS, using Sqoop Perform large-scale data processing with the Pig query language Analyze datasets with Hive, Hadoop's data warehousing system Take advantage of HBase for structured and semi-structured data, and ZooKeeper for building distributed systems. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Nº de ref. del artículo: GOR008306947
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ISBN 13: 9781491901632
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