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Grid load balancing using ant colony optimization


Abdul Nasir, Husna Jamal and Ku-Mahamud, Ku Ruhana (2010) Grid load balancing using ant colony optimization. In: Second International Conference on Computer and Network Technology (ICCNT 2010), 23 - 25 April 2010, Bangkok, Thailand .

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Abstract

An enhanced ant colony optimization technique for jobs and resources scheduling in grid computing is proposed in this paper. The proposed technique combines the techniques from Ant Colony System and Max – Min Ant System and focused on local pheromone trail update and trail limit. The agent concept is also integrated in this proposed technique for the purpose of updating the grid resource table. This facilitates in scheduling jobs to available resources efficiently which will enable jobs to be processed in minimum time and also balance all the resource in grid system.

Item Type: Conference or Workshop Item (Paper)
Additional Information: ISBN 9780769540429
Uncontrolled Keywords: Enhanced Ant Colony Optimization, Grid Resource Management, Load Balancing, Stagnation, System Architecture
Subjects: Q Science > QA Mathematics
Divisions: College of Arts and Sciences
Depositing User: Prof. Dr. Ku Ruhana Ku Mahamud
Date Deposited: 12 Dec 2010 06:27
Last Modified: 21 Jan 2013 03:33
URI: http://repo.uum.edu.my/id/eprint/1818

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