IEICE TRANSACTIONS on Information
Credible Worker Selection Mechanism for Grid Computing
Summary :
The concept of grid computing emerged with the appearance of high-speed network. Effective grid worker (i.e., computing resource) selection mechanism is important to achieve reliable grid computing system since each worker participate in grid computing is heterogeneous. In this paper, we suggest a credible worker selection mechanism that maximizes grid computing performance by allocating appropriate tasks to each grid worker. Diverse workers can be used efficiently by grid applications through the ranking process of worker's credibility. Initially, the rank of each grid worker's credibility is decided considering static information only such as CPU speed, RAM size, storage capacity and network bandwidth. And then, the rank is refined by using dynamic information such as failure rate, turn around time provided after the task is completed, and correctness of the return value. In the experiments, we find that the proposed mechanism provides improved grid computing performance with high credibility.
- Publication
- IEICE TRANSACTIONS on Information Vol.E89-D No.2 pp.605-611
- Publication Date
- 2006/02/01
- Publicized
- Online ISSN
- 1745-1361
- DOI
- 10.1093/ietisy/e89-d.2.605
- Type of Manuscript
- Special Section PAPER (Special Section on Parallel/Distributed Computing and Networking)
- Category
- Grid Computing
Authors
Keyword
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Kiejin PARK, Jinsung YI, "Credible Worker Selection Mechanism for Grid Computing" in IEICE TRANSACTIONS on Information,
vol. E89-D, no. 2, pp. 605-611, February 2006, doi: 10.1093/ietisy/e89-d.2.605.
Abstract: The concept of grid computing emerged with the appearance of high-speed network. Effective grid worker (i.e., computing resource) selection mechanism is important to achieve reliable grid computing system since each worker participate in grid computing is heterogeneous. In this paper, we suggest a credible worker selection mechanism that maximizes grid computing performance by allocating appropriate tasks to each grid worker. Diverse workers can be used efficiently by grid applications through the ranking process of worker's credibility. Initially, the rank of each grid worker's credibility is decided considering static information only such as CPU speed, RAM size, storage capacity and network bandwidth. And then, the rank is refined by using dynamic information such as failure rate, turn around time provided after the task is completed, and correctness of the return value. In the experiments, we find that the proposed mechanism provides improved grid computing performance with high credibility.
URL: https://global.ieice.org/en_transactions/information/10.1093/ietisy/e89-d.2.605/_p
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@ARTICLE{e89-d_2_605,
author={Kiejin PARK, Jinsung YI, },
journal={IEICE TRANSACTIONS on Information},
title={Credible Worker Selection Mechanism for Grid Computing},
year={2006},
volume={E89-D},
number={2},
pages={605-611},
abstract={The concept of grid computing emerged with the appearance of high-speed network. Effective grid worker (i.e., computing resource) selection mechanism is important to achieve reliable grid computing system since each worker participate in grid computing is heterogeneous. In this paper, we suggest a credible worker selection mechanism that maximizes grid computing performance by allocating appropriate tasks to each grid worker. Diverse workers can be used efficiently by grid applications through the ranking process of worker's credibility. Initially, the rank of each grid worker's credibility is decided considering static information only such as CPU speed, RAM size, storage capacity and network bandwidth. And then, the rank is refined by using dynamic information such as failure rate, turn around time provided after the task is completed, and correctness of the return value. In the experiments, we find that the proposed mechanism provides improved grid computing performance with high credibility.},
keywords={},
doi={10.1093/ietisy/e89-d.2.605},
ISSN={1745-1361},
month={February},}
Copy
TY - JOUR
TI - Credible Worker Selection Mechanism for Grid Computing
T2 - IEICE TRANSACTIONS on Information
SP - 605
EP - 611
AU - Kiejin PARK
AU - Jinsung YI
PY - 2006
DO - 10.1093/ietisy/e89-d.2.605
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E89-D
IS - 2
JA - IEICE TRANSACTIONS on Information
Y1 - February 2006
AB - The concept of grid computing emerged with the appearance of high-speed network. Effective grid worker (i.e., computing resource) selection mechanism is important to achieve reliable grid computing system since each worker participate in grid computing is heterogeneous. In this paper, we suggest a credible worker selection mechanism that maximizes grid computing performance by allocating appropriate tasks to each grid worker. Diverse workers can be used efficiently by grid applications through the ranking process of worker's credibility. Initially, the rank of each grid worker's credibility is decided considering static information only such as CPU speed, RAM size, storage capacity and network bandwidth. And then, the rank is refined by using dynamic information such as failure rate, turn around time provided after the task is completed, and correctness of the return value. In the experiments, we find that the proposed mechanism provides improved grid computing performance with high credibility.
ER -
English
