OTS: an optimal tasks scheduling algorithm based on QoS in cloud computing network
Cloud Computing has emerged as a service model that offers online accessible resources to the clients. These resources contain storage, servers, and other applications and it provides security, flexibility, and scalability. In Max-Min algorithm where the large tasks have their priority to be schedul...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
World Academy of Research in Science and Engineering
2019
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| Online Access: | http://psasir.upm.edu.my/id/eprint/81595/ http://psasir.upm.edu.my/id/eprint/81595/1/OTS%20an%20optimal%20tasks%20scheduling%20algorithm%20based%20on%20QoS%20in%20cloud%20computing%20network.pdf |
| _version_ | 1848859144792047616 |
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| author | Alhakimi, Mohammed Ameen Latip, Rohaya |
| author_facet | Alhakimi, Mohammed Ameen Latip, Rohaya |
| author_sort | Alhakimi, Mohammed Ameen |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Cloud Computing has emerged as a service model that offers online accessible resources to the clients. These resources contain storage, servers, and other applications and it provides security, flexibility, and scalability. In Max-Min algorithm where the large tasks have their priority to be scheduled first this leads small tasks to stay longer in the queue until all huge tasks finished their execution. This study presents an optimal tasks scheduling algorithm by enhancing Max-Min algorithm. The simulation results have proven that the Proposed Optimal Tasks Scheduling OTS completes tasks execution with less execution time and higher performance compared with Max-Min and TS algorithms. The overall results show that the performance of the proposed algorithm achieved 6% better in terms of time execution compared of both of Max-Min and TS algorithms. |
| first_indexed | 2025-11-15T12:24:40Z |
| format | Article |
| id | upm-81595 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T12:24:40Z |
| publishDate | 2019 |
| publisher | World Academy of Research in Science and Engineering |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-815952020-11-03T20:39:51Z http://psasir.upm.edu.my/id/eprint/81595/ OTS: an optimal tasks scheduling algorithm based on QoS in cloud computing network Alhakimi, Mohammed Ameen Latip, Rohaya Cloud Computing has emerged as a service model that offers online accessible resources to the clients. These resources contain storage, servers, and other applications and it provides security, flexibility, and scalability. In Max-Min algorithm where the large tasks have their priority to be scheduled first this leads small tasks to stay longer in the queue until all huge tasks finished their execution. This study presents an optimal tasks scheduling algorithm by enhancing Max-Min algorithm. The simulation results have proven that the Proposed Optimal Tasks Scheduling OTS completes tasks execution with less execution time and higher performance compared with Max-Min and TS algorithms. The overall results show that the performance of the proposed algorithm achieved 6% better in terms of time execution compared of both of Max-Min and TS algorithms. World Academy of Research in Science and Engineering 2019 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/81595/1/OTS%20an%20optimal%20tasks%20scheduling%20algorithm%20based%20on%20QoS%20in%20cloud%20computing%20network.pdf Alhakimi, Mohammed Ameen and Latip, Rohaya (2019) OTS: an optimal tasks scheduling algorithm based on QoS in cloud computing network. International Journal of Advanced Trends in Computer Science and Engineering, 8 (1.4). pp. 178-181. ISSN 2278-3091 10.30534/ijatcse/2019/2781.42019 |
| spellingShingle | Alhakimi, Mohammed Ameen Latip, Rohaya OTS: an optimal tasks scheduling algorithm based on QoS in cloud computing network |
| title | OTS: an optimal tasks scheduling algorithm based on QoS in cloud computing network |
| title_full | OTS: an optimal tasks scheduling algorithm based on QoS in cloud computing network |
| title_fullStr | OTS: an optimal tasks scheduling algorithm based on QoS in cloud computing network |
| title_full_unstemmed | OTS: an optimal tasks scheduling algorithm based on QoS in cloud computing network |
| title_short | OTS: an optimal tasks scheduling algorithm based on QoS in cloud computing network |
| title_sort | ots: an optimal tasks scheduling algorithm based on qos in cloud computing network |
| url | http://psasir.upm.edu.my/id/eprint/81595/ http://psasir.upm.edu.my/id/eprint/81595/ http://psasir.upm.edu.my/id/eprint/81595/1/OTS%20an%20optimal%20tasks%20scheduling%20algorithm%20based%20on%20QoS%20in%20cloud%20computing%20network.pdf |