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Research And Application Of Data Mining Algorithm Based On Cloud Computing

Posted on:2013-08-09Degree:MasterType:Thesis
Country:ChinaCandidate:C CaoFull Text:PDF
GTID:2248330377459416Subject:Applied Mathematics
Abstract/Summary:PDF Full Text Request
After more than20years of development, data mining has been veryextensive application in various fields, such as Walmart daily globalsales data, or mass entertainment resources on the iTunes Store and soon. However, with the development of computer technology, we have to facemassive data which are often based on a variety of complex, heterogeneouspattern, and full of noise. To analyze these data, the required computingpower is often limited.Fortunately, Cloud Computing is burgeoning in recent years in thecomputer field as a new revolutionary concept. The concept of cloudcomputing is natural for mass data storage, analysis and processing. Withthe cloud computing platform we can development high capabilityprogrammes. In this paper, based on the classical data mining algorithmApriori and the K-Means, we built a model, proved the feasibility of cloudcomputing, explore massive data mining problem, and achieved certainresults.
Keywords/Search Tags:Cloud Computing, Map/Reduce, Apriori, K-Means
PDF Full Text Request
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