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Incorporating the range-based method into GridSim for modeling task and resource heterogeneity

Over the years, many heuristic algorithms have been proposed for solving various Grid scheduling problems. GridSim simulator has become a very popular simulation tool and has been widely used by Grid researchers to test and evaluate the performance of their proposed scheduling algorithms. As heterog...

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Hauptverfasser: Eng, Kailun, Muhammed, Abdullah, Mohamed, Mohamad Afendee, Hasan, Sazlinah
Format: Artikel
Sprache:English
Veröffentlicht: Institute of Electrical and Electronics Engineers 2017
Online Zugang:http://psasir.upm.edu.my/id/eprint/62144/1/Incorporating%20the%20range-based.pdf
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id oai:psasir.upm.edu.my:62144
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spelling oai:psasir.upm.edu.my:62144 http://psasir.upm.edu.my/id/eprint/62144/ Incorporating the range-based method into GridSim for modeling task and resource heterogeneity Eng, Kailun Muhammed, Abdullah Mohamed, Mohamad Afendee Hasan, Sazlinah Over the years, many heuristic algorithms have been proposed for solving various Grid scheduling problems. GridSim simulator has become a very popular simulation tool and has been widely used by Grid researchers to test and evaluate the performance of their proposed scheduling algorithms. As heterogeneity is one of the unique characteristics of Grid computing, which induces additional challenges in designing heuristic-based scheduling algorithms, the main concern when performing simulation experiments for evaluating the performance of scheduling algorithms is how to model and simulate different Grid scheduling scenarios or cases that capture the inherent nature of heterogeneity of Grid computing environment. However, most simulation studies that based on GridSim have not considered the nature of heterogeneity. In this paper, we propose a new simulation model that incorporates the range-based method into GridSim for modeling and simulating heterogeneous tasks and resources in order to capture the inherent heterogeneity of Grid environments that later can be used by other researchers to test their algorithms. Institute of Electrical and Electronics Engineers 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/62144/1/Incorporating%20the%20range-based.pdf Eng, Kailun and Muhammed, Abdullah and Mohamed, Mohamad Afendee and Hasan, Sazlinah (2017) Incorporating the range-based method into GridSim for modeling task and resource heterogeneity. IEEE Access, 5. 19457 - 19462. ISSN 2169-3536 https://ieeexplore.ieee.org/document/8030062 10.1109/ACCESS.2017.2750209
institution UPM IR
collection UPM IR
language English
description Over the years, many heuristic algorithms have been proposed for solving various Grid scheduling problems. GridSim simulator has become a very popular simulation tool and has been widely used by Grid researchers to test and evaluate the performance of their proposed scheduling algorithms. As heterogeneity is one of the unique characteristics of Grid computing, which induces additional challenges in designing heuristic-based scheduling algorithms, the main concern when performing simulation experiments for evaluating the performance of scheduling algorithms is how to model and simulate different Grid scheduling scenarios or cases that capture the inherent nature of heterogeneity of Grid computing environment. However, most simulation studies that based on GridSim have not considered the nature of heterogeneity. In this paper, we propose a new simulation model that incorporates the range-based method into GridSim for modeling and simulating heterogeneous tasks and resources in order to capture the inherent heterogeneity of Grid environments that later can be used by other researchers to test their algorithms.
format Article
author Eng, Kailun
Muhammed, Abdullah
Mohamed, Mohamad Afendee
Hasan, Sazlinah
spellingShingle Eng, Kailun
Muhammed, Abdullah
Mohamed, Mohamad Afendee
Hasan, Sazlinah
Incorporating the range-based method into GridSim for modeling task and resource heterogeneity
author_facet Eng, Kailun
Muhammed, Abdullah
Mohamed, Mohamad Afendee
Hasan, Sazlinah
author_sort Eng, Kailun
title Incorporating the range-based method into GridSim for modeling task and resource heterogeneity
title_short Incorporating the range-based method into GridSim for modeling task and resource heterogeneity
title_full Incorporating the range-based method into GridSim for modeling task and resource heterogeneity
title_fullStr Incorporating the range-based method into GridSim for modeling task and resource heterogeneity
title_full_unstemmed Incorporating the range-based method into GridSim for modeling task and resource heterogeneity
title_sort incorporating the range-based method into gridsim for modeling task and resource heterogeneity
publisher Institute of Electrical and Electronics Engineers
publishDate 2017
url http://psasir.upm.edu.my/id/eprint/62144/1/Incorporating%20the%20range-based.pdf
_version_ 1819298163700269056
score 13.4562235

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