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Research On Web Data Mining Algorithms In Cloud Computing Environment

Posted on:2011-04-30Degree:MasterType:Thesis
Country:ChinaCandidate:X F LiFull Text:PDF
GTID:2178360305460290Subject:Computer Science and Technology
Abstract/Summary:PDF Full Text Request
Currently, the computing power of a single CPU node has developed into a bottleneck. Using cloud computing technology, people can obtain computing power, storage capacity, and infrastructure easily through network. This provide us a way to handle the problems require powerful computing, it is to put these problems on large cluster in cloud computing environment.Web Graph is an important data structure of Web-Data-Mining which is used to store the graph-like information. This data structure is popularly used in many kinds of application such as Web Crawler, Search Engine and Social networking analysis.In this paper, Web data mining algorithms in Graph cloud computing environments in the study. This paper introduces the Web Graph data structure and build a cloud computing environment, design and optimization of the Web Graph Mining and Graph of its application in practical work. Paper cloud computing environment using the algorithm functionality and performance testing, test results showed that deployment of distributed algorithms in a cluster, can significantly improve the efficiency of data mining Graph. In the search engine and social network analysis in the field of high application value.
Keywords/Search Tags:Cloud Computing, Hadoop, Web Graph Mining, Social Network
PDF Full Text Request
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