Grid Resource Selection System Using Decision Tree Method

노창현; 조규철; 마용범; Jongsik Lee

KJC Korea
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Journal of The Korea Society of Computer and Information 2021 KCI Impact Factor : 0.62

Korean | English

pISSN : 1598-849X / eISSN : 2383-9945

http://journal.kci.go.kr/jksci

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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

노창현 ¹, 조규철 ¹, 마용범 ¹, Jongsik Lee ¹

¹인하대학교

ABSTRACT
열림/닫힘 버튼

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.
KEYWORDS
열림/닫힘 버튼

의사결정 트리(Decision Tree), 그리드 자원선택(Grid Resource Selection), QoS

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* 2021년 이후 발행 논문의 참고문헌은 현재 구축 중입니다.

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