A new load balancing scheduling model in data grid application

Citation

Kaid, Monir Abdullah Abduh and Othman, Mohamed and Ibrahim, Hamidah and K. Subramaniam, Shamala (2008) A new load balancing scheduling model in data grid application. In: 3rd International Symposium on Information Technology (ITSim'08), 26-28 Aug. 2008, Kuala Lumpur, Malaysia. .

Abstract

Scheduling an application in data grid is significantly complex and very challenging because of its heterogeneous in nature of the grid system. Thus, Divisible Load Theory (DLT) is a powerful model for modeling data intensive grid problem where both communication and computation load is partitionable. Previously, Task Data Present (TDP) model was proposed based on DLT model. This paper presents an Adaptive TDP (ATDP) model to reduce the makespan. New equations for calculating the load allocation are derived. Experimental results showed that the proposed model can balance the load efficiently.

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Additional Metadata

Item Type:	Conference or Workshop Item (Paper)
Divisions:	Faculty of Computer Science and Information Technology
DOI Number:	https://doi.org/10.1109/ITSIM.2008.4631614
Publisher:	IEEE
Keywords:	Scheduling; Data grid; Adaptive TDP (ATDP) model; Load allocations
Depositing User:	Nabilah Mustapa
Date Deposited:	14 Jul 2016 09:10
Last Modified:	28 May 2019 07:35
Altmetrics:	http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/ITSIM.2008.4631614
URI:	http://psasir.upm.edu.my/id/eprint/47733
Statistic Details:	View Download Statistic

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