April 2017
Beginner to intermediate
358 pages
9h 30m
English
Content preview from Learning Data Mining with Python - Second Edition
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Hadoop MapReduce
Hadoop is a set of open source tools from Apache that includes an implementation of MapReduce. In many cases, it is the de-facto implementation used by many. The project is managed by the Apache group (who are responsible for the famous web server of the same name).
The Hadoop ecosystem is quite complex, with a large number of tools. The main component we will use is Hadoop MapReduce. Other tools for working with big data that are included in Hadoop are as follows:
- Hadoop Distributed File System (HDFS): This is a file system that can store files over many computers, with the goal of being robust against hardware failure while providing high bandwidth.
- YARN: This is a method for scheduling applications and managing clusters ...
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