Task granularity policies for deploying bag-of-task applications on global grids

Muthuvelu, N. and Vecchiola, C. and Chai, I. and Chikkannan, E. and Buyya, R. (2013) Task granularity policies for deploying bag-of-task applications on global grids. Future Generation Computer Systems, 29 (1). pp. 170-181. ISSN 0167739X

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Abstract

Deploying lightweight tasks individually on grid resources would lead to a situation where communication overhead dominates the overall application processing time. The communication overhead can be reduced if we group the lightweight tasks at the meta-scheduler before the deployment. However, there is a necessity to limit the number of tasks in a group in order to utilise the resources and the interconnecting network in an optimal manner. In this paper, we propose policies and approaches to decide the granularity of a task group that obeys the task processing requirements and resource-network utilisation constraints while satisfying the user's QoS requirements. Experiments on bag-of-task applications reveal that the proposed policies and approaches lead towards an economical and efficient way of grid utilisation.

Item Type: Article
Subjects: Q Science > QA Mathematics > QA75.5-76.95 Electronic computers. Computer science > QA76.75-76.765 Computer software
Divisions: Faculty of Computing and Informatics (FCI)
Depositing User: Users 1102 not found.
Date Deposited: 28 Dec 2012 08:05
Last Modified: 28 Dec 2012 08:05
URI: http://shdl.mmu.edu.my/id/eprint/3743

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