Heuristic task scheduling algorithms for optimal resource utilisation in grid computing
The demand for high computational power has developed more rapidly in the past few years. The ever-increasing lack of computational resources are less able to satisfy these needs, leading to the development of grid computing. This technology was able to fulfill the increasing demand for computationa...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IAEME Publication
2020
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| Online Access: | http://psasir.upm.edu.my/id/eprint/89175/1/GRID.pdf |
| _version_ | 1825936635435417600 |
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| author | Aldailamy, Ali Y. Maipan-Uku, Jamilu Yahaya Muhammed, Abdullah |
| author_facet | Aldailamy, Ali Y. Maipan-Uku, Jamilu Yahaya Muhammed, Abdullah |
| author_sort | Aldailamy, Ali Y. |
| collection | UPM |
| description | The demand for high computational power has developed more rapidly in the past few years. The ever-increasing lack of computational resources are less able to satisfy these needs, leading to the development of grid computing. This technology was able to fulfill the increasing demand for computational power, storage capacity, bandwidth availability and resources. Grid computing is considered as a distributed system that utilises resources from multiple geographically distributed computers. This system usually handles workloads that are not interactive and include huge amount of data. The current challenge facing researchers is to determine the optimal task scheduling method that provides optimal resource utilisation in this extremely heterogeneous environment. The main goal of this work is to present an evaluation of resources utilisation for certain heuristic scheduling algorithms in Grid Computing Environment. The results of the two experimental scenarios showed that suf rage algorithm produced the best resource utilisation among the three investigated
heuristic scheduling algorithms. |
| first_indexed | 2024-03-06T10:47:17Z |
| format | Article |
| id | upm.eprints-89175 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T10:47:17Z |
| publishDate | 2020 |
| publisher | IAEME Publication |
| record_format | dspace |
| spelling | upm.eprints-891752021-09-03T23:13:41Z http://psasir.upm.edu.my/id/eprint/89175/ Heuristic task scheduling algorithms for optimal resource utilisation in grid computing Aldailamy, Ali Y. Maipan-Uku, Jamilu Yahaya Muhammed, Abdullah The demand for high computational power has developed more rapidly in the past few years. The ever-increasing lack of computational resources are less able to satisfy these needs, leading to the development of grid computing. This technology was able to fulfill the increasing demand for computational power, storage capacity, bandwidth availability and resources. Grid computing is considered as a distributed system that utilises resources from multiple geographically distributed computers. This system usually handles workloads that are not interactive and include huge amount of data. The current challenge facing researchers is to determine the optimal task scheduling method that provides optimal resource utilisation in this extremely heterogeneous environment. The main goal of this work is to present an evaluation of resources utilisation for certain heuristic scheduling algorithms in Grid Computing Environment. The results of the two experimental scenarios showed that suf rage algorithm produced the best resource utilisation among the three investigated heuristic scheduling algorithms. IAEME Publication 2020 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/89175/1/GRID.pdf Aldailamy, Ali Y. and Maipan-Uku, Jamilu Yahaya and Muhammed, Abdullah (2020) Heuristic task scheduling algorithms for optimal resource utilisation in grid computing. International Journal of Advanced Research in Engineering and Technology, 11 (12). 1099 - 1107. ISSN 0976-6480; ESSN: 0976-6499 https://iaeme.com/Home/article_id/IJARET_11_12_107 10.34218/IJARET.11.12.2020.107 |
| spellingShingle | Aldailamy, Ali Y. Maipan-Uku, Jamilu Yahaya Muhammed, Abdullah Heuristic task scheduling algorithms for optimal resource utilisation in grid computing |
| title | Heuristic task scheduling algorithms for optimal resource utilisation in grid computing |
| title_full | Heuristic task scheduling algorithms for optimal resource utilisation in grid computing |
| title_fullStr | Heuristic task scheduling algorithms for optimal resource utilisation in grid computing |
| title_full_unstemmed | Heuristic task scheduling algorithms for optimal resource utilisation in grid computing |
| title_short | Heuristic task scheduling algorithms for optimal resource utilisation in grid computing |
| title_sort | heuristic task scheduling algorithms for optimal resource utilisation in grid computing |
| url | http://psasir.upm.edu.my/id/eprint/89175/1/GRID.pdf |
| work_keys_str_mv | AT aldailamyaliy heuristictaskschedulingalgorithmsforoptimalresourceutilisationingridcomputing AT maipanukujamiluyahaya heuristictaskschedulingalgorithmsforoptimalresourceutilisationingridcomputing AT muhammedabdullah heuristictaskschedulingalgorithmsforoptimalresourceutilisationingridcomputing |