Virtual machine placement algorithm based on cuckoo search
A cuckoo search algorithm was introduced for virtual machine placement.Firstly,the virtual machine placement program was mapped to the nest,and according to the level,the fitness would be divided into top and bottom nest.Secondly,the bottom nest and the top nest were disturbed by the disturbance fun...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2017-10-01
|
| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017215/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841530247360544768 |
|---|---|
| author | Donghan JIANG Haitao LIN |
| author_facet | Donghan JIANG Haitao LIN |
| author_sort | Donghan JIANG |
| collection | DOAJ |
| description | A cuckoo search algorithm was introduced for virtual machine placement.Firstly,the virtual machine placement program was mapped to the nest,and according to the level,the fitness would be divided into top and bottom nest.Secondly,the bottom nest and the top nest were disturbed by the disturbance function.Finally,by selecting,iterations got the best placement scheme.The algorithm was used for physical integration of cloud data centers,minimizing the number of physical machines placed.The algorithm is simulated by Cloudsim and the results show that the proposed method not only avoids the local optimum,but also has higher performance advantages than the reordered grouping genetic algorithm,the group genetic algorithm,the improved least load algorithm and the improved first fit decrease algorithm. |
| format | Article |
| id | doaj-art-d05e754ed134402c971f75da7ea50d8b |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2017-10-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-d05e754ed134402c971f75da7ea50d8b2025-01-15T03:06:00ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012017-10-0133909859599628Virtual machine placement algorithm based on cuckoo searchDonghan JIANGHaitao LINA cuckoo search algorithm was introduced for virtual machine placement.Firstly,the virtual machine placement program was mapped to the nest,and according to the level,the fitness would be divided into top and bottom nest.Secondly,the bottom nest and the top nest were disturbed by the disturbance function.Finally,by selecting,iterations got the best placement scheme.The algorithm was used for physical integration of cloud data centers,minimizing the number of physical machines placed.The algorithm is simulated by Cloudsim and the results show that the proposed method not only avoids the local optimum,but also has higher performance advantages than the reordered grouping genetic algorithm,the group genetic algorithm,the improved least load algorithm and the improved first fit decrease algorithm.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017215/cloud data centercuckoo searchvirtual machineplacement program |
| spellingShingle | Donghan JIANG Haitao LIN Virtual machine placement algorithm based on cuckoo search Dianxin kexue cloud data center cuckoo search virtual machine placement program |
| title | Virtual machine placement algorithm based on cuckoo search |
| title_full | Virtual machine placement algorithm based on cuckoo search |
| title_fullStr | Virtual machine placement algorithm based on cuckoo search |
| title_full_unstemmed | Virtual machine placement algorithm based on cuckoo search |
| title_short | Virtual machine placement algorithm based on cuckoo search |
| title_sort | virtual machine placement algorithm based on cuckoo search |
| topic | cloud data center cuckoo search virtual machine placement program |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017215/ |
| work_keys_str_mv | AT donghanjiang virtualmachineplacementalgorithmbasedoncuckoosearch AT haitaolin virtualmachineplacementalgorithmbasedoncuckoosearch |