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Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources


Citation

Abdullah, Monir and Othman, Mohamed and Ibrahim, Hamidah and K. Subramaniam, Shamala (2009) Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources. American Journal of Applied Sciences, 6 (4). pp. 626-630. ISSN 1546-9239; ESSN: 1554-3641

Abstract / Synopsis

Scheduling an application in data grid was significantly complex and very challenging because of its heterogeneous in nature of the grid system. When the Divisible Load Theory (DLT) model had emerged as a powerful model for modeling data-intensive grid problem, Task Data Present(TDP) model was proposed based on it. This study presented a new Adaptive TDP (ATDP) for scheduling the intensive grid applications. New closed form solution for obtaining the load allocation was derived while computation speeds and communication links are heterogeneous. Experimental results showed that the proposed model can balance the load efficiently.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Computer Science and Information Technology
DOI Number: 10.3844/ajassp.2009.626.630
Publisher: Science Publications
Keywords: Data grid; Divisible load theory
Depositing User: Umikalthom Abdullah
Date Deposited: 29 Mar 2012 11:13
Last Modified: 23 Nov 2017 13:01
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.3844/ajassp.2009.626.630
URI: http://psasir.upm.edu.my/id/eprint/13613
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