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Thursday 15 March 2012

Hadoop Applications: An Overview


Hadoop is a source of software framework that is utilized to process big data concurrently across various servers. In several years, this framework has turned out to be among the most feasible option for organizations, which has the never-ending needs to manage and save a large amount of data. Enterprises like Facebook, eBay, Amazon and Yahoo have used Hadoop applications to maintain and manage large data sets within the organizations.

It is said that this framework is extremely relevant to new, small and already established businesses because it is able to process a large chunk of data in very less time and enables organizations to realize that it was not possible before within the stipulated timeframe. Apart from the aforementioned, another significant benefit of Hadoop is its cost effectiveness, which is impossible to avail in any other framework or technology.
One can easily avoid all sorts of high cost involved in the software licenses and fees required to upgrade them periodically because it is an open source framework and available easily. If you are an enterprise that needs to manage and work with huge amount of data, the use of Hadoop applications is highly recommended because it can fix any issues easily and in minimum hours.

Made up of two parts that help this framework manage large data are HDFS, which means Hadoop Distributed File System and the other is MapReduce, which is known to help in the processing of data and arrangement of the job depending upon the precedence, which is a method that was originated in Google Search Engine initially.

Apart from these two components, there are several other parts, which are based as per the distribution someone uses along other corresponding tools. There are three major function of this framework. The first is to store and analyze data, which requires absolutely no loading of the relational database management system. Secondly, it is utilized in the alteration of huge storehouse of semi-structured and amorphous data such as a log file in the form of a prepared data.

If utilized properly Hadoop MapReduce can help large and small enterprises in better data management. If you feel that your business requires proper management of data and this framework can help leverage your business, there are a large number of IT service providers that deal in innovative technology. Use the power of the web to know more about this framework and IT service providers.

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