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
本帖隐藏的内容
- Hadoop The Definitive Guide by Tom White.pdf
- Hadoop The Definitive Guide by Tom White.azw3
- Hadoop The Definitive Guide by Tom White.epub
- Hadoop The Definitive Guide by Tom White.mobi
Paperback: 768 pages
Publisher: O'Reilly Media; 4 edition (April 10, 2015)
Language: English
ISBN-10: 1491901632
ISBN-13: 978-1491901632
Product Dimensions: 9 x 6.9 x 1.4 inches
Shipping Weight: 2.3 pounds
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