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- W74546543 abstract "In dynamic environment, the performance is restricted by various components, so we can not determine the contribution to performanc using traditional method. In this paper, we propose a novel method for predicting the performance in Grid Computing environment. We use the concept of Reduct in Rough Set theory and history record collected during a period of time to predict the applications runtime that the traditional methods can't obtain. We use the novel method in Data Ming Grid. The approach is based on frequencies of attributes appeared in discernibility matrix. The theoretical foundation of rough sets provides an intuitive solution to the problem of application run time estimation on Data Ming Grid. The results of the experiment show that the use of Rough Set theory can process uncertain problem in distributed and dynamic environment, and obtain better result than traditional methods." @default.
- W74546543 created "2016-06-24" @default.
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- W74546543 date "2008-04-01" @default.
- W74546543 modified "2023-09-23" @default.
- W74546543 title "Predicting performance of grid based on rough set" @default.
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