A Near Optimal Approach in Choosing The Appropriate Physical Machines for Live Virtual Machines Migration in Cloud Computing
Migration of Virtual Machine (VM) is a critical challenge in cloud computing. The process to move VMs or applications from one Physical Machine (PM) to another is known as VM migration. In VM migration several issues should be considered. One of the major issues in VM migration problem is selecting...
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| Format: | Article |
| Language: | English |
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Science and Research Branch,Islamic Azad University
2015-10-01
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| Series: | Journal of Advances in Computer Engineering and Technology |
| Subjects: | |
| Online Access: | http://jacet.srbiau.ac.ir/article_8040_1e19d5de7fc651b22def4c4e4a3f5bda.pdf |
| _version_ | 1818647785693511680 |
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| author | Seyedeh Roudabeh Hosseini Sepideh Adabi Reza Tavoli |
| author_facet | Seyedeh Roudabeh Hosseini Sepideh Adabi Reza Tavoli |
| author_sort | Seyedeh Roudabeh Hosseini |
| collection | DOAJ |
| description | Migration of Virtual Machine (VM) is a critical challenge in cloud computing. The process to move VMs or applications from one Physical Machine (PM) to another is known as VM migration. In VM migration several issues should be considered. One of the major issues in VM migration problem is selecting an appropriate PM as a destination for a migrating VM. To face this issue, several approaches are proposed that focus on ranking potential destination PMs by addressing migration objectives. In this paper we propose a new hierarchal fuzzy logic system for ranking potential destination PMs for a migrating VM by considering following parameters: Performance efficiency, Communication cost between VMs, Power consumption, Workload, Temperature efficiency and Availability. Using hierarchal fuzzy logic systems which consider the mentioned six parameters which have great role in ranking of potential destination PMs for a migrating VM together, the accuracy of PMs ranking approach is increased, furthermore the number of fuzzy rules in the system are reduced, thereby reducing the computational time (which is critical in cloud environment). In our experiments, we compare our proposed approach that is named as (HFLSRPM: Hierarchal Fuzzy Logic Structure for Ranking potential destination PMs for a migrating VM) with AppAware algorithm in terms of communication cost and performance efficiency. The results demonstrate that by considering more effective parameters in the proposed PMs ranking approach, HFLSRPM outperforms AppAware algorithm. |
| first_indexed | 2024-12-17T01:08:03Z |
| format | Article |
| id | doaj.art-8c388c3877e046c8b274f76dd831d7b7 |
| institution | Directory Open Access Journal |
| issn | 2423-4192 2423-4206 |
| language | English |
| last_indexed | 2024-12-17T01:08:03Z |
| publishDate | 2015-10-01 |
| publisher | Science and Research Branch,Islamic Azad University |
| record_format | Article |
| series | Journal of Advances in Computer Engineering and Technology |
| spelling | doaj.art-8c388c3877e046c8b274f76dd831d7b72022-12-21T22:09:13ZengScience and Research Branch,Islamic Azad UniversityJournal of Advances in Computer Engineering and Technology2423-41922423-42062015-10-011323328040A Near Optimal Approach in Choosing The Appropriate Physical Machines for Live Virtual Machines Migration in Cloud ComputingSeyedeh Roudabeh Hosseini0Sepideh Adabi1Reza Tavoli2Department of Electronic and Computer Engineering, Institute for Higher Education Pouyandegan Danesh, Chalous, IranDepartment of Computer Engineering, North Tehran Branch, Islamic Azad University, Tehran, IRANDepartment of Mathematics, Chalous Branch, Islamic Azad University, Chalous, IRANMigration of Virtual Machine (VM) is a critical challenge in cloud computing. The process to move VMs or applications from one Physical Machine (PM) to another is known as VM migration. In VM migration several issues should be considered. One of the major issues in VM migration problem is selecting an appropriate PM as a destination for a migrating VM. To face this issue, several approaches are proposed that focus on ranking potential destination PMs by addressing migration objectives. In this paper we propose a new hierarchal fuzzy logic system for ranking potential destination PMs for a migrating VM by considering following parameters: Performance efficiency, Communication cost between VMs, Power consumption, Workload, Temperature efficiency and Availability. Using hierarchal fuzzy logic systems which consider the mentioned six parameters which have great role in ranking of potential destination PMs for a migrating VM together, the accuracy of PMs ranking approach is increased, furthermore the number of fuzzy rules in the system are reduced, thereby reducing the computational time (which is critical in cloud environment). In our experiments, we compare our proposed approach that is named as (HFLSRPM: Hierarchal Fuzzy Logic Structure for Ranking potential destination PMs for a migrating VM) with AppAware algorithm in terms of communication cost and performance efficiency. The results demonstrate that by considering more effective parameters in the proposed PMs ranking approach, HFLSRPM outperforms AppAware algorithm.http://jacet.srbiau.ac.ir/article_8040_1e19d5de7fc651b22def4c4e4a3f5bda.pdfCloud computingHierarchal fuzzy logic structurevirtual machine migration |
| spellingShingle | Seyedeh Roudabeh Hosseini Sepideh Adabi Reza Tavoli A Near Optimal Approach in Choosing The Appropriate Physical Machines for Live Virtual Machines Migration in Cloud Computing Journal of Advances in Computer Engineering and Technology Cloud computing Hierarchal fuzzy logic structure virtual machine migration |
| title | A Near Optimal Approach in Choosing The Appropriate Physical Machines for Live Virtual Machines Migration in Cloud Computing |
| title_full | A Near Optimal Approach in Choosing The Appropriate Physical Machines for Live Virtual Machines Migration in Cloud Computing |
| title_fullStr | A Near Optimal Approach in Choosing The Appropriate Physical Machines for Live Virtual Machines Migration in Cloud Computing |
| title_full_unstemmed | A Near Optimal Approach in Choosing The Appropriate Physical Machines for Live Virtual Machines Migration in Cloud Computing |
| title_short | A Near Optimal Approach in Choosing The Appropriate Physical Machines for Live Virtual Machines Migration in Cloud Computing |
| title_sort | near optimal approach in choosing the appropriate physical machines for live virtual machines migration in cloud computing |
| topic | Cloud computing Hierarchal fuzzy logic structure virtual machine migration |
| url | http://jacet.srbiau.ac.ir/article_8040_1e19d5de7fc651b22def4c4e4a3f5bda.pdf |
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