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Mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform

New Iterative Alternating Group Explicit (NAGE) is a powerful parallel numerical algorithm for multidimensional temperature prediction. The discretization is based on finite difference method of partial differential equation (PDE) with parabolic type. This paper proposed the NAGE method as a straigh...

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主要な著者: Alias, Norma, Satam, Noriza, Abd. Ghaffar, Zarith Safiza, Darwis, Roziha, Hamzah, Norhafiza, Islam, Md. Rajibul
フォーマット: Conference or Workshop Item
言語:English
出版事項: 2009
主題:
Q Science (General)
QA75 Electronic computers. Computer science
オンライン･アクセス:http://eprints.utm.my/id/eprint/9918/1/ICCRD2009_Norma_Alias_UTM.pdf
http://eprints.utm.my/id/eprint/9918/
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spelling my.utm.99182020-02-29T13:40:39Z http://eprints.utm.my/id/eprint/9918/ Mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform Alias, Norma Satam, Noriza Abd. Ghaffar, Zarith Safiza Darwis, Roziha Hamzah, Norhafiza Islam, Md. Rajibul Q Science (General) QA75 Electronic computers. Computer science New Iterative Alternating Group Explicit (NAGE) is a powerful parallel numerical algorithm for multidimensional temperature prediction. The discretization is based on finite difference method of partial differential equation (PDE) with parabolic type. This paper proposed the NAGE method as a straight forward transformation from sequential to parallel algorithm using domain decomposition and splitting strategies. The processes involving the scheduling of communication, algometric and mapping the sub domain into a number of processors. The critical 3-Dimensional temperature visualization involves large scale of computational complexity. This computational challenge inspiring us to utilize the power of advanced high performance computing resources. By the means of higher performance computing, the computation cannot be relying on just one single set of cluster. Therefore, this research takes the advantage of utilizing multiple set of clusters from geographically different location which is known as grid computing. In realizing this concept, we consider the advantages of data passing between two web services which each are connected with one or multiple set of clusters. For this kind of relationship, we choose service-oriented architecture (SOA) style. Each web services are easily maintainable since there is loose coupling between interacting nodes. The development of this architecture is based on several programming language as it involves algorithm implementation on C, parallelization using Parallel Virtual Machine (PVM) and Java for web services development. As the conclusions, this leading grid-based application platform has a bright potential in managing highly scalable and reliable temperature prediction visualization. The efficiency of this application will be measured based on the results of numerical analysis and parallel performance. 2009-07-12 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/9918/1/ICCRD2009_Norma_Alias_UTM.pdf Alias, Norma and Satam, Noriza and Abd. Ghaffar, Zarith Safiza and Darwis, Roziha and Hamzah, Norhafiza and Islam, Md. Rajibul (2009) Mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform. In: 2009 International Conference on Machine Learning and Computing (ICMLC 2009), 10-12 July 2009, Perth, Australia. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:100444
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic Q Science (General)
QA75 Electronic computers. Computer science
spellingShingle Q Science (General)
QA75 Electronic computers. Computer science
Alias, Norma
Satam, Noriza
Abd. Ghaffar, Zarith Safiza
Darwis, Roziha
Hamzah, Norhafiza
Islam, Md. Rajibul
Mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform
description New Iterative Alternating Group Explicit (NAGE) is a powerful parallel numerical algorithm for multidimensional temperature prediction. The discretization is based on finite difference method of partial differential equation (PDE) with parabolic type. This paper proposed the NAGE method as a straight forward transformation from sequential to parallel algorithm using domain decomposition and splitting strategies. The processes involving the scheduling of communication, algometric and mapping the sub domain into a number of processors. The critical 3-Dimensional temperature visualization involves large scale of computational complexity. This computational challenge inspiring us to utilize the power of advanced high performance computing resources. By the means of higher performance computing, the computation cannot be relying on just one single set of cluster. Therefore, this research takes the advantage of utilizing multiple set of clusters from geographically different location which is known as grid computing. In realizing this concept, we consider the advantages of data passing between two web services which each are connected with one or multiple set of clusters. For this kind of relationship, we choose service-oriented architecture (SOA) style. Each web services are easily maintainable since there is loose coupling between interacting nodes. The development of this architecture is based on several programming language as it involves algorithm implementation on C, parallelization using Parallel Virtual Machine (PVM) and Java for web services development. As the conclusions, this leading grid-based application platform has a bright potential in managing highly scalable and reliable temperature prediction visualization. The efficiency of this application will be measured based on the results of numerical analysis and parallel performance.
format Conference or Workshop Item
author Alias, Norma
Satam, Noriza
Abd. Ghaffar, Zarith Safiza
Darwis, Roziha
Hamzah, Norhafiza
Islam, Md. Rajibul
author_facet Alias, Norma
Satam, Noriza
Abd. Ghaffar, Zarith Safiza
Darwis, Roziha
Hamzah, Norhafiza
Islam, Md. Rajibul
author_sort Alias, Norma
title Mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform
title_short Mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform
title_full Mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform
title_fullStr Mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform
title_full_unstemmed Mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform
title_sort mathematical simulation for 3-dimensional temperature visualization on open source-based grid computing platform
publishDate 2009
url http://eprints.utm.my/id/eprint/9918/1/ICCRD2009_Norma_Alias_UTM.pdf
http://eprints.utm.my/id/eprint/9918/
http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:100444
_version_ 1662754222114865152
score 13.251813

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