A multi-level scheduling for resource provisioning mechanism in cloud systems
Cloud computing has emerged as one of the paradigm in supplying compute resources to the users. It is capable to support heterogeneous applications demands and requirements for its job processing. Hence, agility of demands for job processing from the clients often affects the resource states, result...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/60671/ http://psasir.upm.edu.my/id/eprint/60671/1/A%20multi-level%20scheduling%20for%20resource%20provisioning%20mechanism%20in%20cloud%20systems.pdf |
| _version_ | 1848854249101852672 |
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| author | Mohamaddiah, Mohd Hairy Abdullah, Azizol Hussin, Masnida Subramaniam, Shamala |
| author_facet | Mohamaddiah, Mohd Hairy Abdullah, Azizol Hussin, Masnida Subramaniam, Shamala |
| author_sort | Mohamaddiah, Mohd Hairy |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Cloud computing has emerged as one of the paradigm in supplying compute resources to the users. It is capable to support heterogeneous applications demands and requirements for its job processing. Hence, agility of demands for job processing from the clients often affects the resource states, resulting to over or under provision resources state. This will impact the cloud provider’s performance in executing the required jobs within the shortest amount of time. In this paper, we address the over and under provision of resources to execute the heterogeneous jobs within shortest time possible. We proposed a multi-level scheduling for provisioning mechanism by incorporating job ranking mechanism and best match resource allocation. Our simulation results show that our mechanism achieves better execution time compared to other scheduling mechanisms. |
| first_indexed | 2025-11-15T11:06:52Z |
| format | Article |
| id | upm-60671 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:06:52Z |
| publishDate | 2017 |
| publisher | Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-606712018-06-21T07:08:28Z http://psasir.upm.edu.my/id/eprint/60671/ A multi-level scheduling for resource provisioning mechanism in cloud systems Mohamaddiah, Mohd Hairy Abdullah, Azizol Hussin, Masnida Subramaniam, Shamala Cloud computing has emerged as one of the paradigm in supplying compute resources to the users. It is capable to support heterogeneous applications demands and requirements for its job processing. Hence, agility of demands for job processing from the clients often affects the resource states, resulting to over or under provision resources state. This will impact the cloud provider’s performance in executing the required jobs within the shortest amount of time. In this paper, we address the over and under provision of resources to execute the heterogeneous jobs within shortest time possible. We proposed a multi-level scheduling for provisioning mechanism by incorporating job ranking mechanism and best match resource allocation. Our simulation results show that our mechanism achieves better execution time compared to other scheduling mechanisms. Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/60671/1/A%20multi-level%20scheduling%20for%20resource%20provisioning%20mechanism%20in%20cloud%20systems.pdf Mohamaddiah, Mohd Hairy and Abdullah, Azizol and Hussin, Masnida and Subramaniam, Shamala (2017) A multi-level scheduling for resource provisioning mechanism in cloud systems. Journal of Telecommunication, Electronic and Computer Engineering, 9 (1-3). pp. 53-57. ISSN 2180-1843; ESSN: 2289-8131 |
| spellingShingle | Mohamaddiah, Mohd Hairy Abdullah, Azizol Hussin, Masnida Subramaniam, Shamala A multi-level scheduling for resource provisioning mechanism in cloud systems |
| title | A multi-level scheduling for resource provisioning mechanism in cloud systems |
| title_full | A multi-level scheduling for resource provisioning mechanism in cloud systems |
| title_fullStr | A multi-level scheduling for resource provisioning mechanism in cloud systems |
| title_full_unstemmed | A multi-level scheduling for resource provisioning mechanism in cloud systems |
| title_short | A multi-level scheduling for resource provisioning mechanism in cloud systems |
| title_sort | multi-level scheduling for resource provisioning mechanism in cloud systems |
| url | http://psasir.upm.edu.my/id/eprint/60671/ http://psasir.upm.edu.my/id/eprint/60671/1/A%20multi-level%20scheduling%20for%20resource%20provisioning%20mechanism%20in%20cloud%20systems.pdf |