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This third edition covers recent changes to Hadoop, including material on the new MapReduce API, as well as MapReduce 2 and its more flexible execution model (YARN). 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



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• 3rd replica on the different rack – This policy may change/improve in the future 14 Client, Namenode, and Datanodes • Namenode does NOT directly write or read data – One of the reasons for HDFS’s Scalability • Client interacts with Namenode to update Namenode’s HDFS namespace and retrieve block locations for writing and reading • Client interacts directly with Datanode to

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Hadoop: The Definitive Guide, 3rd Edition: Chapter 15 Hadoop In Practice: Chapter 2 Data Evaluation Objectives Knowledge of the file types commonly used for input and output and the advantage s and disadvantages of each Methods for working with various file formats including binary files, JSON, XML, and .csv Tools, techniques, and utilities for evaluating data from the command line and a t

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