The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool

Grid computing is a form of distributed computing that involves coordinating and sharing computing, application, data storage or network resources across dynamic and geographically dispersed organizations. Today scheduling in Grid computing involves much static and fix algorithm. Research on Grid sc...

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Main Author:	Stapa @ Mustapa, Muhamad Azhar
Format:	Thesis
Language:	English
Published:	2008
Subjects:	QA75 Electronic computers Computer science
Online Access:	http://eprints.utm.my/id/eprint/9505/1/MuhamadAzharStapaMFSKSM2008.pdf
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spelling	my-utm-ep.95052018-10-14T07:19:54Z The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool 2008-11 Stapa @ Mustapa, Muhamad Azhar QA75 Electronic computers. Computer science Grid computing is a form of distributed computing that involves coordinating and sharing computing, application, data storage or network resources across dynamic and geographically dispersed organizations. Today scheduling in Grid computing involves much static and fix algorithm. Research on Grid scheduling focuses in solving three problems: finding a good algorithm, automating the process, and building a flexible, scalable, and efficient scheduling mechanism. The complexity of scheduling problem increases with the size of the Grid. The goal of this project is to test on tardiness parameter in local search based algorithms. A good scheduling algorithm normally shows lower value of total tardiness and schedule time. In this project, the comparisons of scheduling techniques were done in simulation Grid. The implementation was tested and evaluated on universal datasets using GridSim 4.1. Tabu Search has been selected for its efficiency in distributing jobs. The result shows that the performance of tardiness is directly related to the number of machines up to certain number of resources. Small and medium company can use grid in operation process because it saves cost and time. 2008-11 Thesis http://eprints.utm.my/id/eprint/9505/ http://eprints.utm.my/id/eprint/9505/1/MuhamadAzharStapaMFSKSM2008.pdf application/pdf en public http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:842?site_name=Restricted Repository masters Universiti Teknologi Malaysia, Faculty of Computer Science and Information System Faculty of Computer Science and Information System
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	QA75 Electronic computers Computer science
spellingShingle	QA75 Electronic computers Computer science Stapa @ Mustapa, Muhamad Azhar The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool
description	Grid computing is a form of distributed computing that involves coordinating and sharing computing, application, data storage or network resources across dynamic and geographically dispersed organizations. Today scheduling in Grid computing involves much static and fix algorithm. Research on Grid scheduling focuses in solving three problems: finding a good algorithm, automating the process, and building a flexible, scalable, and efficient scheduling mechanism. The complexity of scheduling problem increases with the size of the Grid. The goal of this project is to test on tardiness parameter in local search based algorithms. A good scheduling algorithm normally shows lower value of total tardiness and schedule time. In this project, the comparisons of scheduling techniques were done in simulation Grid. The implementation was tested and evaluated on universal datasets using GridSim 4.1. Tabu Search has been selected for its efficiency in distributing jobs. The result shows that the performance of tardiness is directly related to the number of machines up to certain number of resources. Small and medium company can use grid in operation process because it saves cost and time.
format	Thesis
qualification_level	Master's degree
author	Stapa @ Mustapa, Muhamad Azhar
author_facet	Stapa @ Mustapa, Muhamad Azhar
author_sort	Stapa @ Mustapa, Muhamad Azhar
title	The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool
title_short	The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool
title_full	The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool
title_fullStr	The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool
title_full_unstemmed	The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool
title_sort	comparison of tardiness in scheduling techniques for task distribution using grid simulation tool
granting_institution	Universiti Teknologi Malaysia, Faculty of Computer Science and Information System
granting_department	Faculty of Computer Science and Information System
publishDate	2008
url	http://eprints.utm.my/id/eprint/9505/1/MuhamadAzharStapaMFSKSM2008.pdf
_version_	1747814742103162880

The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool

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