Virtual machine allocation method for cloud computing based on multi-objective evolutionary algorithm

doi:10.1504/IJICT.2021.113045

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	Virtual machine allocation method for cloud computing based on multi-objective evolutionary algorithm
	Zhao, Lijun 1,2; Liu, Bin 1,3; Ma, Jinling4
	2021
发表期刊	International Journal of Information and Communication Technology
ISSN	1466-6642
EISSN	1741-8070
卷号	18 期号:2 页码:207-223
摘要	In order to overcome the problems of data access delay and high energy consumption in virtual machine configuration of cloud computing, a new virtual machine allocation method for cloud computing based on multi-objective evolutionary algorithm is proposed in this paper. Based on multi-objective evolutionary algorithm, the objective of energy consumption and access delay optimisation is replaced by an objective model, which is used as the allocation objective model of computational virtual machine. The ant colony algorithm and K-NN local search method are introduced to obtain the optimal solution of the allocation target model and realise the output of the optimal allocation scheme for cloud computing virtual machines. The experimental results show that the access delay and energy consumption of the proposed method are significantly lower than those of other methods, which proves that the proposed method has better performance. Copyright © 2021 Inderscience Enterprises Ltd.
关键词	Ant colony optimization Cloud computing Energy utilization Green computing Network security Virtual machine Ant colony algorithms High energy consumption Local search method Multi objective evolutionary algorithms Objective modeling Optimal allocation Virtual machine allocations Virtual machine configuration
DOI	10.1504/IJICT.2021.113045
收录类别	EI
语种	英语
出版者	Inderscience Publishers
EI入藏号	20210809960765
EI分类号	525.3 Energy Utilization ; 722.4 Digital Computers and Systems ; 723 Computer Software, Data Handling and Applications ; 921.5 Optimization Techniques
原始文献类型	Journal article (JA)
文献类型	期刊论文
条目标识符	https://ir.cqcet.edu.cn/handle/39TD4454/10358
专题	图文信息中心
作者单位	1.School of Economics and Management, Hebei University of Science and Technology, Shijiazhuang, Hebei; 050000, China; 2.Research Center for Crisis Management, Hebei University of Science and Technology, Shijiazhuang, Hebei; 050000, China; 3.Research Center for Big Data and Social Computing, Hebei University of Science and Technology, Shijiazhuang, Hebei; 050000, China; 4.Information Technology Affairs Office, Chongqing College of Electronic Engineering, Chongqing; 401331, China
推荐引用方式 GB/T 7714	Zhao, Lijun,Liu, Bin,Ma, Jinling. Virtual machine allocation method for cloud computing based on multi-objective evolutionary algorithm[J]. International Journal of Information and Communication Technology,2021,18(2):207-223.
APA	Zhao, Lijun,Liu, Bin,&Ma, Jinling.(2021).Virtual machine allocation method for cloud computing based on multi-objective evolutionary algorithm.International Journal of Information and Communication Technology,18(2),207-223.
MLA	Zhao, Lijun,et al."Virtual machine allocation method for cloud computing based on multi-objective evolutionary algorithm".International Journal of Information and Communication Technology 18.2(2021):207-223.