Hadoop: The Definitive Guide (book)

This is a book by T. White published by O’Reilly Media, Inc.

• notes are based on the 4th edition (2015) from Safari books [https://www.safaribooksonline.com/library/view/hadoop-the-definitive/9781491901687/]

Table of Contents

Hadoop Fundamentals

• Meet Hadoop
• MapReduce
• The Hadoop Distributed File System
• YARN
• Hadoop I/O

Hadoop MapReduce

• Developing a MapReduce Application
  • Writing a Unit Test with MRUnit
  • Running Locally on Test Data
  • Hadoop Pseudo Distributed Mode
  • MapReduce Workflows: Apache Oozie
• How MapReduce Works (see YARN)
• MapReduce Types and Formats
• MapReduce Features
  • MapReduce/Secondary Sort
  • MapReduce/Joins

Hadoop Operations

• Setting Up a Hadoop Cluster
• Administering Hadoop

Related Projects

• Avro
• Parquet
• Flume
• Sqoop
• Pig
• Hive
• Crunch
• Spark
• HBase
• ZooKeeper

Case Studies

• Composable Data at Cerner
• Biological Data Science: Saving Lives with Software
• Cascading