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Checkpointing in selected most fitted resource task scheduling in grid computing

Grid applications run on environment that is prone to different kinds of failures. Fault tolerance is the ability to ensure successful delivery of services despite faults that may occur. Our research adds fault tolerance capacity with checkpointing and machine failure, to the current research, Selec...

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Main Authors: Latip, Rohaya, Lew, Wai San, Chanchary, Fara Habib
Format: Conference or Workshop Item
Language:English
Published: IEEE 2012
Online Access:http://psasir.upm.edu.my/id/eprint/45216/1/Checkpointing%20in%20selected%20most%20fitted%20resource%20task%20scheduling%20in%20grid%20computing.pdf
http://psasir.upm.edu.my/id/eprint/45216/
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spelling my.upm.eprints.452162020-08-04T02:43:34Z http://psasir.upm.edu.my/id/eprint/45216/ Checkpointing in selected most fitted resource task scheduling in grid computing Latip, Rohaya Lew, Wai San Chanchary, Fara Habib Grid applications run on environment that is prone to different kinds of failures. Fault tolerance is the ability to ensure successful delivery of services despite faults that may occur. Our research adds fault tolerance capacity with checkpointing and machine failure, to the current research, Selected Most Fitted (SMF) Task Scheduling for grid computing. This paper simulates one of fault tolerance techniques for grid computing, which is implementing checkpointing into Select Most Fitting Resource for Task Scheduling algorithm (SMF). We applied the algorithm of MeanFailure with Checkpointing in the SMF algorithm and named it MeanFailureCP-SMF. The MeanFailureCP-SMF is simulated using Gridsim with initial checkpointing interval at 20% job execution time. Results show that with MeanFailureCP-SMF has reduce the average execution time (AET) compare to the current SMF and MeanFailure Algorithm. IEEE 2012 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/45216/1/Checkpointing%20in%20selected%20most%20fitted%20resource%20task%20scheduling%20in%20grid%20computing.pdf Latip, Rohaya and Lew, Wai San and Chanchary, Fara Habib (2012) Checkpointing in selected most fitted resource task scheduling in grid computing. In: 7th International Conference on Computer Science & Education (ICCSE 2012), 14-17 July 2012, Melbourne, Australia. (pp. 331-334). 10.1109/ICCSE.2012.6295085
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 Grid applications run on environment that is prone to different kinds of failures. Fault tolerance is the ability to ensure successful delivery of services despite faults that may occur. Our research adds fault tolerance capacity with checkpointing and machine failure, to the current research, Selected Most Fitted (SMF) Task Scheduling for grid computing. This paper simulates one of fault tolerance techniques for grid computing, which is implementing checkpointing into Select Most Fitting Resource for Task Scheduling algorithm (SMF). We applied the algorithm of MeanFailure with Checkpointing in the SMF algorithm and named it MeanFailureCP-SMF. The MeanFailureCP-SMF is simulated using Gridsim with initial checkpointing interval at 20% job execution time. Results show that with MeanFailureCP-SMF has reduce the average execution time (AET) compare to the current SMF and MeanFailure Algorithm.
format Conference or Workshop Item
author Latip, Rohaya
Lew, Wai San
Chanchary, Fara Habib
spellingShingle Latip, Rohaya
Lew, Wai San
Chanchary, Fara Habib
Checkpointing in selected most fitted resource task scheduling in grid computing
author_facet Latip, Rohaya
Lew, Wai San
Chanchary, Fara Habib
author_sort Latip, Rohaya
title Checkpointing in selected most fitted resource task scheduling in grid computing
title_short Checkpointing in selected most fitted resource task scheduling in grid computing
title_full Checkpointing in selected most fitted resource task scheduling in grid computing
title_fullStr Checkpointing in selected most fitted resource task scheduling in grid computing
title_full_unstemmed Checkpointing in selected most fitted resource task scheduling in grid computing
title_sort checkpointing in selected most fitted resource task scheduling in grid computing
publisher IEEE
publishDate 2012
url http://psasir.upm.edu.my/id/eprint/45216/1/Checkpointing%20in%20selected%20most%20fitted%20resource%20task%20scheduling%20in%20grid%20computing.pdf
http://psasir.upm.edu.my/id/eprint/45216/
_version_ 1675328728213749760
score 13.211869

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