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

Muthuvelu, Nithiapidary and Vecchiola, Christian and Chai, Ian and Chikkannan, Eswaran and Buyya, Rajkumar (2013) Task granularity policies for deploying bag-of-task applications on global grids. Future Generation Computer Systems, 29 (1). pp. 170-181. ISSN 0167739X

[img] PDF
jan_3_2013.pdf
Restricted to Repository staff only

Download (0B)
Official URL: http://dx.doi.org/10.1016/j.future.2012.03.022

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. (C) 2012 Elsevier B.V. All rights reserved.

Item Type: Article
Subjects: Q Science > QA Mathematics > QA75.5-76.95 Electronic computers. Computer science
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 13 Jun 2013 02:55
Last Modified: 13 Jun 2013 02:55
URI: http://shdl.mmu.edu.my/id/eprint/3863

Actions (login required)

View Item View Item