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A Distributed Parallel Genetic Algorithm of Placement Strategy for Virtual Machines Deployment on Cloud Platform
Joint Authors
Xu, Gaochao
Fu, Xiaodong
Dong, Yushuang
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-07-03
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
The cloud platform provides various services to users.
More and more cloud centers provide infrastructure as the main way of operating.
To improve the utilization rate of the cloud center and to decrease the operating cost, the cloud center provides services according to requirements of users by sharding the resources with virtualization.
Considering both QoS for users and cost saving for cloud computing providers, we try to maximize performance and minimize energy cost as well.
In this paper, we propose a distributed parallel genetic algorithm (DPGA) of placement strategy for virtual machines deployment on cloud platform.
It executes the genetic algorithm parallelly and distributedly on several selected physical hosts in the first stage.
Then it continues to execute the genetic algorithm of the second stage with solutions obtained from the first stage as the initial population.
The solution calculated by the genetic algorithm of the second stage is the optimal one of the proposed approach.
The experimental results show that the proposed placement strategy of VM deployment can ensure QoS for users and it is more effective and more energy efficient than other placement strategies on the cloud platform.
American Psychological Association (APA)
Dong, Yushuang& Xu, Gaochao& Fu, Xiaodong. 2014. A Distributed Parallel Genetic Algorithm of Placement Strategy for Virtual Machines Deployment on Cloud Platform. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1048937
Modern Language Association (MLA)
Dong, Yushuang…[et al.]. A Distributed Parallel Genetic Algorithm of Placement Strategy for Virtual Machines Deployment on Cloud Platform. The Scientific World Journal No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-1048937
American Medical Association (AMA)
Dong, Yushuang& Xu, Gaochao& Fu, Xiaodong. A Distributed Parallel Genetic Algorithm of Placement Strategy for Virtual Machines Deployment on Cloud Platform. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1048937
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1048937