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Research On Application Of Data Mining Based On Grid

Posted on:2008-03-31Degree:MasterType:Thesis
Country:ChinaCandidate:M YuanFull Text:PDF
GTID:2178360212974812Subject:Information Science
Abstract/Summary:PDF Full Text Request
With the advent and progress of the grid, the application research base on grid environment is increasing. As the third network techniques, at present, people pay more and more attention to the grid, considering it to be a very important prospect of scientific research and application. Data mining base on grid environment which integrates the merits of grid, can transact and analyze the vast information, and discover new knowledge. Therefore, it is important to explore and exploitive the application of data mining base on grid environment.In this paper, firstly, data mining and data mining system are analyzed and researched, and the requirement and challenge which data mining systems confront with are pointed out. Secondly, the paper analyzes and researches the grid techniques, then focuses on analyzing the architecture of the grid and the grid tools-Globus Toolkit 3.0.After these research, OGSA architecture is applied for the design of the data mining system model which builds on the grid environment.The model includes the design of data mining service architecture, data mining service inferface and the flow of data mining service.At the end of the paper, a primary implement of the data mining system base on grid environment is given.
Keywords/Search Tags:Grid, Data Mining, Globus Toolkit 3.0
PDF Full Text Request
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