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Grid Resource Selection System Using Decision Tree Method
Journal of The Korea Society of Computer and Information
Abbr :
JKSCI
2008, 13(1), pp.1-10
Publisher : The Korean Society Of Computer And Information
Research Area : Computer Science
2008, 13(1), pp.1-10
Publisher : The Korean Society Of Computer And Information
Research Area : Computer Science
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In order to high-performance data processing, effective resource selection is needed since grid resources are composed of heterogeneous networks and OS systems in the grid environment. In this paper, we classify grid resources with data properties and user requirements for resource selection using a decision tree method. Our resource selection method can provide suitable resource selection methodology using classification with a decision tree to grid users. This paper evaluates our grid system performance with throughput, utilization, job loss, and average of turn-around time and shows experiment results of our resource selection model in comparison with those of existing resource selection models such as Condor-G and Nimrod-G. These experiment results showed that our resource selection model provides a vision of efficient grid resource selection methodology.
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