An application of TOPSIS method for task scheduling algorithm in grid computing environment
Today, the world facing with huge flood of data and the recent advances in computer technology have provided the capability to process significant amount of data. On the other hand, analyzing the information requires resources that most institutions do not have, independently. To handle such circums...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Growing Science
2014-06-01
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| Series: | Decision Science Letters |
| Subjects: | |
| Online Access: | http://www.growingscience.com/dsl/Vol3/dsl_2014_17.pdf |
| _version_ | 1830404808576598016 |
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| author | Sasan Kohzadian Ali Harounabadi Mehdi Sadeghzadeh |
| author_facet | Sasan Kohzadian Ali Harounabadi Mehdi Sadeghzadeh |
| author_sort | Sasan Kohzadian |
| collection | DOAJ |
| description | Today, the world facing with huge flood of data and the recent advances in computer technology have provided the capability to process significant amount of data. On the other hand, analyzing the information requires resources that most institutions do not have, independently. To handle such circumstances, grid computing has emerged as an important research area where the calculation of distributed computing and clustering are different. In this study, we propose a grid computing architecture as a set of protocols that use the cumulative knowledge of computers, networks, databases and scientific instruments based on the implementation of Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) technique. The results of the implementation of the proposed algorithm on grid systems indicate the superiority of the proposed approach in terms of validation criteria scheduling algorithms, such as task completion time and the performance compared with some alternative method. |
| first_indexed | 2024-12-20T17:32:38Z |
| format | Article |
| id | doaj.art-a012e785ddcd4d41af9f6ad133da433c |
| institution | Directory Open Access Journal |
| issn | 1929-5804 1929-5812 |
| language | English |
| last_indexed | 2024-12-20T17:32:38Z |
| publishDate | 2014-06-01 |
| publisher | Growing Science |
| record_format | Article |
| series | Decision Science Letters |
| spelling | doaj.art-a012e785ddcd4d41af9f6ad133da433c2022-12-21T19:31:20ZengGrowing ScienceDecision Science Letters1929-58041929-58122014-06-013327528410.5267/j.dsl.2014.5.001An application of TOPSIS method for task scheduling algorithm in grid computing environmentSasan KohzadianAli HarounabadiMehdi SadeghzadehToday, the world facing with huge flood of data and the recent advances in computer technology have provided the capability to process significant amount of data. On the other hand, analyzing the information requires resources that most institutions do not have, independently. To handle such circumstances, grid computing has emerged as an important research area where the calculation of distributed computing and clustering are different. In this study, we propose a grid computing architecture as a set of protocols that use the cumulative knowledge of computers, networks, databases and scientific instruments based on the implementation of Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) technique. The results of the implementation of the proposed algorithm on grid systems indicate the superiority of the proposed approach in terms of validation criteria scheduling algorithms, such as task completion time and the performance compared with some alternative method.http://www.growingscience.com/dsl/Vol3/dsl_2014_17.pdfGrid SystemGrid SchedulingMulti Criteria Decision MakingRun TimeLoad Balancing |
| spellingShingle | Sasan Kohzadian Ali Harounabadi Mehdi Sadeghzadeh An application of TOPSIS method for task scheduling algorithm in grid computing environment Decision Science Letters Grid System Grid Scheduling Multi Criteria Decision Making Run Time Load Balancing |
| title | An application of TOPSIS method for task scheduling algorithm in grid computing environment |
| title_full | An application of TOPSIS method for task scheduling algorithm in grid computing environment |
| title_fullStr | An application of TOPSIS method for task scheduling algorithm in grid computing environment |
| title_full_unstemmed | An application of TOPSIS method for task scheduling algorithm in grid computing environment |
| title_short | An application of TOPSIS method for task scheduling algorithm in grid computing environment |
| title_sort | application of topsis method for task scheduling algorithm in grid computing environment |
| topic | Grid System Grid Scheduling Multi Criteria Decision Making Run Time Load Balancing |
| url | http://www.growingscience.com/dsl/Vol3/dsl_2014_17.pdf |
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