Apache Hadoop technology, technology introduction, abstract and report

The Apache Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage. Rather than rely on hardware to deliver high avaiability, the library itself is designed to detect and handle failures at the application layer, so delivering a highly available service on top of a cluster of computers, each of which may be prone to failures.

Hadoop Technology
Hadoop is a framework used for storage and processing of data. It is a file system which enables effective analysis of data based on various parameters. It is used by websites who have huge data and need proper management of their information. It is an open source framework. It basically has many things included in it. The framework comprises of these major components:
Hadoop Distributed File System: A file system that stores data in a very efficient manner which can be used easily. A distributed file system that provides high-throughput access to application
Hadoop MapReduce: A programming module. It is used for large scale data processing. A YARN-based system for parallel processing of large data sets
Hadoop YARN: A resource management platform. A framework for job scheduling and cluster resource management
Hadoop Common: The common utilities that support the other Hadoop modules

Many of these resources mentioned above were derived from Google and Yahoo. Over the years, Hadoop has grown immensely to include many other projects like Apache Pig, Apache SPark and so on. Due to the huge potential of Hadoop, it is used by many popular corporations like Facebook Yahoo and so on. Hadoop has been influenced by some papers in the growth and development. Some of them include 2004 MapReduce, 2008 Hstore and many others. This framework is licensed under Apache 2.0. The current stable release of this framework is 2.2 in October 2013.

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