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Cost-based multi-QoS job scheduling using divisible load theory in cloud computing

Abdullah, Monir and Othman, Mohamed (2013) Cost-based multi-QoS job scheduling using divisible load theory in cloud computing. Procedia Computer Science, 18 . pp. 928-935. ISSN 1877-0509

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Abstract

The advent of cloud computing as a new model of service provisioning in distributed systems, encourages researchers to investigate its benefits and drawbacks in executing scientific applications such as workflows. In this research, we attempt to investigate the use of a Divisible Load Theory (DLT) to design efficient strategies to minimize the overall processing time for scheduling jobs in compute cloud environments. We consider homogeneous processors in our analysis and we derive a closed-form solution for the load fractions to be assigned to each processors. Our analysis also attempts to schedule the jobs such a way that cloud provider can gain maximum benefit for his service and Quality of Service (QoS) requirement user’s job. Finally, we quantify the performance of the strategies via rigorous simulation studies.

Item Type:Article
Keyword:Cloud computing; Job scheduling; Load balancing; Divisible load theory; Multi quality of services
Faculty or Institute:Faculty of Computer Science and Information Technology
Publisher:Elsevier
DOI Number:10.1016/j.procs.2013.05.258
Altmetrics:http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1016/j.procs.2013.05.258
ID Code:43086
Deposited By: Mohd Noor Ismail
Deposited On:04 May 2016 11:54
Last Modified:04 May 2016 11:54

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