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The ever increasing amount of data post the dot com boom and advent of social networking sites leading to digitization has resulted in continuous generation of huge amounts of data that is structured as well as unstructured. Unstructured data makes less sense to the user and also needs to be stored for further analysis purposes. Hadoop is an open source framework based on Java that helps processing and storage of large amounts of data. The distributed files system operations in hadoop on various hardware nodes of a system allows avoiding any catastrophic failures or operations downtime.