@article{ART001202853},
author={박량재 and Lee, Jongsik and 장성호 and Kyu-Cheol Cho},
title={Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2007},
volume={12},
number={5},
pages={49-56}
TY - JOUR
AU - 박량재
AU - Lee, Jongsik
AU - 장성호
AU - Kyu-Cheol Cho
TI - Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid
JO - Journal of The Korea Society of Computer and Information
PY - 2007
VL - 12
IS - 5
PB - The Korean Society Of Computer And Information
SP - 49
EP - 56
SN - 1598-849X
AB - This paper deals with grid job allocation and grid resource scheduling to provide a stable and quicker job processing service to grid users. In this paper, we proposed a fuzzy logic-based grid job scheduling model for an effective job scheduling in computational grid environment. The fuzzy logic-based grid job scheduling model measures resource efficiency of all grid resources by a fuzzy logic system based on diverse input parameters like CPU speed and network latency and divides resources into several groups by resource efficiency. And, the model allocates jobs to resources of a group with the highest resource efficiency. For performance evaluation, we implemented the fuzzy logic-based grid job scheduling model on the DEVS modeling and simulation environment and measured reduction rates of turnaround time, job loss, and communication messages in comparison with existing job scheduling models such as the random scheduling model and the MCT(Minimum Completion time) model. Experiment results that the proposed model is useful to improve the QoS of the grid job processing service.
KW - Computational Grid;Job Scheduling;Fuzzy Logic
DO -
UR -
ER -
박량재, Lee, Jongsik, 장성호 and Kyu-Cheol Cho. (2007). Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid. Journal of The Korea Society of Computer and Information, 12(5), 49-56.
박량재, Lee, Jongsik, 장성호 and Kyu-Cheol Cho. 2007, "Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid", Journal of The Korea Society of Computer and Information, vol.12, no.5 pp.49-56.
박량재, Lee, Jongsik, 장성호, Kyu-Cheol Cho "Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid" Journal of The Korea Society of Computer and Information 12.5 pp.49-56 (2007) : 49.
박량재, Lee, Jongsik, 장성호, Kyu-Cheol Cho. Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid. 2007; 12(5), 49-56.
박량재, Lee, Jongsik, 장성호 and Kyu-Cheol Cho. "Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid" Journal of The Korea Society of Computer and Information 12, no.5 (2007) : 49-56.
박량재; Lee, Jongsik; 장성호; Kyu-Cheol Cho. Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid. Journal of The Korea Society of Computer and Information, 12(5), 49-56.
박량재; Lee, Jongsik; 장성호; Kyu-Cheol Cho. Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid. Journal of The Korea Society of Computer and Information. 2007; 12(5) 49-56.
박량재, Lee, Jongsik, 장성호, Kyu-Cheol Cho. Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid. 2007; 12(5), 49-56.
박량재, Lee, Jongsik, 장성호 and Kyu-Cheol Cho. "Fuzzy Logic-based Grid Job Scheduling Model for omputational Grid" Journal of The Korea Society of Computer and Information 12, no.5 (2007) : 49-56.
