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Priority-based divisible load scheduling using analytical hierarchy process

The divisible load scheduling is a paradigm in the area of distributed computing. The traditional divisible load theory is based on the fact that, the communications and computations are obedient and do not cheat the algorithm. The literature of review shows that the divisible load model fail to ac...

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Main Authors: Ghanbari, Shamsollah, Othman, Mohamed, Abu Bakar, Mohd Rizam, Leong, Wah June
Format: Article
Language:English
Published: Natural Sciences Publishing 2015
Online Access:http://psasir.upm.edu.my/id/eprint/46006/1/Priority-based%20divisible%20load%20scheduling%20using%20analytical%20hierarchy%20process.pdf
http://psasir.upm.edu.my/id/eprint/46006/
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spelling my.upm.eprints.460062018-05-14T08:52:14Z http://psasir.upm.edu.my/id/eprint/46006/ Priority-based divisible load scheduling using analytical hierarchy process Ghanbari, Shamsollah Othman, Mohamed Abu Bakar, Mohd Rizam Leong, Wah June The divisible load scheduling is a paradigm in the area of distributed computing. The traditional divisible load theory is based on the fact that, the communications and computations are obedient and do not cheat the algorithm. The literature of review shows that the divisible load model fail to achieve its optimal performance, if the processors do not report their true computation rates.The divisible load scheduling with uncertain communication rates has not been considered in the existing research. This problem lead us to propose a priority based divisible load scheduling met hod. The goal is to decrease the negative effects of communication rate cheating on the total finish time. The proposed method has been examined on several function approximation problems. It is found that the proposed method is extremely more efficient than either of the other methods. Natural Sciences Publishing 2015 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/46006/1/Priority-based%20divisible%20load%20scheduling%20using%20analytical%20hierarchy%20process.pdf Ghanbari, Shamsollah and Othman, Mohamed and Abu Bakar, Mohd Rizam and Leong, Wah June (2015) Priority-based divisible load scheduling using analytical hierarchy process. Applied Mathematics & Information Sciences, 9 (5). pp. 2541-2552. ISSN 1935-0090; ESSN: 2325-0399 10.12785/amis/090539
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description The divisible load scheduling is a paradigm in the area of distributed computing. The traditional divisible load theory is based on the fact that, the communications and computations are obedient and do not cheat the algorithm. The literature of review shows that the divisible load model fail to achieve its optimal performance, if the processors do not report their true computation rates.The divisible load scheduling with uncertain communication rates has not been considered in the existing research. This problem lead us to propose a priority based divisible load scheduling met hod. The goal is to decrease the negative effects of communication rate cheating on the total finish time. The proposed method has been examined on several function approximation problems. It is found that the proposed method is extremely more efficient than either of the other methods.
format Article
author Ghanbari, Shamsollah
Othman, Mohamed
Abu Bakar, Mohd Rizam
Leong, Wah June
spellingShingle Ghanbari, Shamsollah
Othman, Mohamed
Abu Bakar, Mohd Rizam
Leong, Wah June
Priority-based divisible load scheduling using analytical hierarchy process
author_facet Ghanbari, Shamsollah
Othman, Mohamed
Abu Bakar, Mohd Rizam
Leong, Wah June
author_sort Ghanbari, Shamsollah
title Priority-based divisible load scheduling using analytical hierarchy process
title_short Priority-based divisible load scheduling using analytical hierarchy process
title_full Priority-based divisible load scheduling using analytical hierarchy process
title_fullStr Priority-based divisible load scheduling using analytical hierarchy process
title_full_unstemmed Priority-based divisible load scheduling using analytical hierarchy process
title_sort priority-based divisible load scheduling using analytical hierarchy process
publisher Natural Sciences Publishing
publishDate 2015
url http://psasir.upm.edu.my/id/eprint/46006/1/Priority-based%20divisible%20load%20scheduling%20using%20analytical%20hierarchy%20process.pdf
http://psasir.upm.edu.my/id/eprint/46006/
_version_ 1643833728272695296
score 13.211869

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