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.
[journal]
Sung Ho Jang
/ 2007
/ Service Agent-Based Resource Management Using Virtualization for Computational Grid
/ Lecture Notes in Computer Science
4488
: 966~969
[confproc]
노남수
/ 2005
/ Grid환경기반 자원 선택에 관한 연구
/ 한국컴퓨터종합학술대회
[confproc]
이준돈
/ 2003
/ 그리드 컴퓨팅 환경에서 효율적인 자원 활용을 위한 성능 계량 모델 및 자원 선택 알고리즘 제안
/ 한국정보과학회 가을 학술발표논문집
[web]
R. Buyya
/ 2002
/ Economic-based Distributed Resource Management and Scheduling for Grid Computing
/ http://www.buyya.com/thesis/
/ http://www.buyya.com/thesis/
[book]
Jiawei Han
/ 2001
/ Data mining : concepts and techniques
/ Morgan Kaufmann Publishers
[thesis]
이배희
/ 2006
/ 위치정보와 의사결정 트리 기법을 이용한 개인화된 추천 시스템
/ 인하대학교
@article{ART001225609}, author={노창현 and 조규철 and 마용범 and Jongsik Lee}, title={Grid Resource Selection System Using Decision Tree Method}, journal={Journal of The Korea Society of Computer and Information}, issn={1598-849X}, year={2008}, volume={13}, number={1}, pages={1-10}
TY - JOUR AU - 노창현 AU - 조규철 AU - 마용범 AU - Jongsik Lee TI - Grid Resource Selection System Using Decision Tree Method JO - Journal of The Korea Society of Computer and Information PY - 2008 VL - 13 IS - 1 PB - The Korean Society Of Computer And Information SP - 1 EP - 10 SN - 1598-849X AB - 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. KW - 의사결정 트리(Decision Tree);그리드 자원선택(Grid Resource Selection);QoS DO - UR - ER -
노창현, 조규철, 마용범 and Jongsik Lee. (2008). Grid Resource Selection System Using Decision Tree Method. Journal of The Korea Society of Computer and Information, 13(1), 1-10.
노창현, 조규철, 마용범 and Jongsik Lee. 2008, "Grid Resource Selection System Using Decision Tree Method", Journal of The Korea Society of Computer and Information, vol.13, no.1 pp.1-10.
노창현, 조규철, 마용범, Jongsik Lee "Grid Resource Selection System Using Decision Tree Method" Journal of The Korea Society of Computer and Information 13.1 pp.1-10 (2008) : 1.
노창현, 조규철, 마용범, Jongsik Lee. Grid Resource Selection System Using Decision Tree Method. 2008; 13(1), 1-10.
노창현, 조규철, 마용범 and Jongsik Lee. "Grid Resource Selection System Using Decision Tree Method" Journal of The Korea Society of Computer and Information 13, no.1 (2008) : 1-10.
노창현; 조규철; 마용범; Jongsik Lee. Grid Resource Selection System Using Decision Tree Method. Journal of The Korea Society of Computer and Information, 13(1), 1-10.
노창현; 조규철; 마용범; Jongsik Lee. Grid Resource Selection System Using Decision Tree Method. Journal of The Korea Society of Computer and Information. 2008; 13(1) 1-10.
노창현, 조규철, 마용범, Jongsik Lee. Grid Resource Selection System Using Decision Tree Method. 2008; 13(1), 1-10.
노창현, 조규철, 마용범 and Jongsik Lee. "Grid Resource Selection System Using Decision Tree Method" Journal of The Korea Society of Computer and Information 13, no.1 (2008) : 1-10.