A new rough set based approach for optimized detection of available resources in Grid computing
Since the Grid is a dynamic environment, the prediction and detection of available resources in near future is important for resource scheduling. Economic-based grid management has been viewed as a feasible approach to carry out fair, efficient and reliable scheduling. One key issue in Economic-base...
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| Format: | Article |
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IEEE Xplore
2009
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| _version_ | 1796854955046338560 |
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| author | Bouyer, A. Noor, M. Abdullah, A. H. |
| author_facet | Bouyer, A. Noor, M. Abdullah, A. H. |
| author_sort | Bouyer, A. |
| collection | ePrints |
| description | Since the Grid is a dynamic environment, the prediction and detection of available resources in near future is important for resource scheduling. Economic-based grid management has been viewed as a feasible approach to carry out fair, efficient and reliable scheduling. One key issue in Economic-based grid strategy is to inform about available resources. In this paper, we present a novel predictable method to specify available resource in economic-based grid. This method use a rough set analysis by scheduler to divide resources in groups and then grant a priority to each group based on cost price and efficiency of nodes. The result show that our proposed method has an acceptable performance and it try to use cheaper and suitable resources for each job to decrease cost price of computation |
| first_indexed | 2024-03-05T18:21:42Z |
| format | Article |
| id | utm.eprints-11835 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-03-05T18:21:42Z |
| publishDate | 2009 |
| publisher | IEEE Xplore |
| record_format | dspace |
| spelling | utm.eprints-118352017-09-07T04:08:30Z http://eprints.utm.my/11835/ A new rough set based approach for optimized detection of available resources in Grid computing Bouyer, A. Noor, M. Abdullah, A. H. HB Economic Theory Since the Grid is a dynamic environment, the prediction and detection of available resources in near future is important for resource scheduling. Economic-based grid management has been viewed as a feasible approach to carry out fair, efficient and reliable scheduling. One key issue in Economic-based grid strategy is to inform about available resources. In this paper, we present a novel predictable method to specify available resource in economic-based grid. This method use a rough set analysis by scheduler to divide resources in groups and then grant a priority to each group based on cost price and efficiency of nodes. The result show that our proposed method has an acceptable performance and it try to use cheaper and suitable resources for each job to decrease cost price of computation IEEE Xplore 2009 Article PeerReviewed Bouyer, A. and Noor, M. and Abdullah, A. H. (2009) A new rough set based approach for optimized detection of available resources in Grid computing. 2009 International Conference on Information and Communication Technologies, ICICT 2009. (Article no. 5267209) . pp. 77-82. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=05267209 |
| spellingShingle | HB Economic Theory Bouyer, A. Noor, M. Abdullah, A. H. A new rough set based approach for optimized detection of available resources in Grid computing |
| title | A new rough set based approach for optimized detection of available resources in Grid computing
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| title_full | A new rough set based approach for optimized detection of available resources in Grid computing
|
| title_fullStr | A new rough set based approach for optimized detection of available resources in Grid computing
|
| title_full_unstemmed | A new rough set based approach for optimized detection of available resources in Grid computing
|
| title_short | A new rough set based approach for optimized detection of available resources in Grid computing
|
| title_sort | new rough set based approach for optimized detection of available resources in grid computing |
| topic | HB Economic Theory |
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