Multi-Objective Awareness Schemes for Virtual Machine Placement in Cloud Computing using Reinforced Evolutionary Algorithm
In this research, the Virtual Machine Placement (VMP) problem in Cloud Computing environment have been solved effectively using a Multi-Objective Enhanced Discrete Butterfly Optimization Algorithm by considering Network, Communication, and Thermal-aware based objectives for placing virtual machines...
| Main Author: | |
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| Format: | Thesis |
| Published: |
Curtin University
2023
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| Online Access: | http://hdl.handle.net/20.500.11937/94868 |
| _version_ | 1848765939536887808 |
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| author | Shanmugam, Veeramani |
| author_facet | Shanmugam, Veeramani |
| author_sort | Shanmugam, Veeramani |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In this research, the Virtual Machine Placement (VMP) problem in Cloud Computing environment have been solved effectively using a Multi-Objective Enhanced Discrete Butterfly Optimization Algorithm by considering Network, Communication, and Thermal-aware based objectives for placing virtual machines on cloud servers. The proposed algorithms are tested under standard performance metrics. The experimental results show that the proposed algorithms outperform existing evolutionary algorithms, and this encourages further investigations in the field of VMP in Cloud Computing. |
| first_indexed | 2025-11-14T11:43:13Z |
| format | Thesis |
| id | curtin-20.500.11937-94868 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T11:43:13Z |
| publishDate | 2023 |
| publisher | Curtin University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-948682024-04-18T01:05:17Z Multi-Objective Awareness Schemes for Virtual Machine Placement in Cloud Computing using Reinforced Evolutionary Algorithm Shanmugam, Veeramani In this research, the Virtual Machine Placement (VMP) problem in Cloud Computing environment have been solved effectively using a Multi-Objective Enhanced Discrete Butterfly Optimization Algorithm by considering Network, Communication, and Thermal-aware based objectives for placing virtual machines on cloud servers. The proposed algorithms are tested under standard performance metrics. The experimental results show that the proposed algorithms outperform existing evolutionary algorithms, and this encourages further investigations in the field of VMP in Cloud Computing. 2023 Thesis http://hdl.handle.net/20.500.11937/94868 Curtin University restricted |
| spellingShingle | Shanmugam, Veeramani Multi-Objective Awareness Schemes for Virtual Machine Placement in Cloud Computing using Reinforced Evolutionary Algorithm |
| title | Multi-Objective Awareness Schemes for Virtual Machine
Placement in Cloud Computing using Reinforced
Evolutionary Algorithm |
| title_full | Multi-Objective Awareness Schemes for Virtual Machine
Placement in Cloud Computing using Reinforced
Evolutionary Algorithm |
| title_fullStr | Multi-Objective Awareness Schemes for Virtual Machine
Placement in Cloud Computing using Reinforced
Evolutionary Algorithm |
| title_full_unstemmed | Multi-Objective Awareness Schemes for Virtual Machine
Placement in Cloud Computing using Reinforced
Evolutionary Algorithm |
| title_short | Multi-Objective Awareness Schemes for Virtual Machine
Placement in Cloud Computing using Reinforced
Evolutionary Algorithm |
| title_sort | multi-objective awareness schemes for virtual machine
placement in cloud computing using reinforced
evolutionary algorithm |
| url | http://hdl.handle.net/20.500.11937/94868 |