2011•Unpublished venueRequires access

Research of Cloud Computing Based on the Hadoop Platform

Hao Chen, Ying Qiao

Abstract

The application of cloud computing will cause mass of data accumulation so that how to manage data and distribute data storage space effectively become a hot topic recently. Hadoop was developed by the Apache Foundation to deal with massive data through parallel processing. In addition, Hadoop is applied widely as the most popular distributed platform. This paper mainly presents a Hadoop platform computing model and the Map/Reduce algorithm. We combined the K-means with data mining technology to implement the effectiveness analysis and application of the cloud computing platform.

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OpenAlex reports 24 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

Key concepts: Cloud computing, Computer science, Data-intensive computing, Big data, Distributed computing, Database, Data processing, Map reduce