Bukhari, Saufi and Ku-Mahamud, Ku Ruhana and Morino, Hiroaki (2019) Load balancing using dynamic ant colony system based fault tolerance in grid computing. International Journal of Communication Networks and Information Security (IJCNIS), 11 (2). pp. 297-303. ISSN 2076-0930

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Abstract

Load balancing is often disregarded when implementing fault tolerance capability in grid computing. Effective load balancing ensures that a fair amount of load is assigned to each resource, based on its fitness rather than assigning a majority of tasks to the most fitting resources. Proper load balancing in a fault tolerance system would also reduce the bottleneck at the most fit resources and increase utilization of other resources. This paper presents a fault tolerance algorithm based on ant colony system, that considers load balancing based on resource fitness with re submission and checkpoint technique, to improve fault tolerance capability in grid computing. Experimental results indicated that the proposed fault tolerance algorithm has better execution time, throughput, make span, latency, load balancing and success rate.

Item Type:	Article
Uncontrolled Keywords:	Load Balancing, Task Scheduling, Task Checkpoint, Task Resubmission, Ant Colony System
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:	School of Computing
Depositing User:	Mrs. Norazmilah Yaakub
Date Deposited:	10 Nov 2020 05:54
Last Modified:	10 Nov 2020 05:54
URI:	https://repo.uum.edu.my/id/eprint/27863

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