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A2DLT : Divisible Load Balancing Model for scheduling communication-intensive grid applications.


Citation

Othman, Mohamed and Abdullah, M. and Ibrahim, Hamidah and Subramaniam, Shamala (2008) A2DLT : Divisible Load Balancing Model for scheduling communication-intensive grid applications. Lecture Notes in Computer Science, 1 (5101). pp. 246-253.

Abstract / Synopsis

Scheduling an application in data grid is significantly complex and very challenging because of its heterogeneous in nature of the grid system. Divisible Load Theory (DLT) is a powerful model for modelling data-intensive grid problem where both communication and computation loads are partitionable. This paper presents a new divisible load balancing model known as adaptive ADLT (A2DLT) for scheduling the communication intensive grid applications. This model reduces the maximum completion time (makespan) as compared to the ADLT and Constraint DLT (CDLT) models. Experimental results showed that the model can balance the load efficiently, especially when the communication-intensive applications are considered.


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Additional Metadata

Item Type: Article
Subject: Computational grids (Computer systems).
Subject: Parallel processing (Electronic computers).
Subject: Electronic data processing - Distributed processing.
Divisions: Faculty of Computer Science and Information Technology
DOI Number: 10.1007/978-3-540-69384-0_30
Publisher: Springer-Verlag Berlin Heidelberg
Keywords: Divisible Load Theory; Data Grid; Load Balancing.
Depositing User: Umikalthom Abdullah
Date Deposited: 10 Feb 2012 12:07
Last Modified: 10 Feb 2012 12:07
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1007/978-3-540-69384-0_30
URI: http://psasir.upm.edu.my/id/eprint/12899
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