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Efficient and Balanced Virtualized Resource Allocation Based on Genetic Algorithm in Cloud

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成果类型:
会议论文
作者:
Zhang Xiaoqing*
通讯作者:
Zhang Xiaoqing
作者机构:
[Zhang Xiaoqing] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan, Hubei, Peoples R China.
通讯机构:
[Zhang Xiaoqing] W
Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan, Hubei, Peoples R China.
语种:
英文
关键词:
cloud computing;load balance;virtual machine migration;genetic algorithm
期刊:
2017 10TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL. 1
ISSN:
2165-1701
年:
2017
页码:
374-377
会议名称:
10th International Symposium on Computational Intelligence and Design (ISCID)
会议论文集名称:
International Symposium on Computational Intelligence and Design
会议时间:
DEC 09-10, 2017
会议地点:
Hangzhou, PEOPLES R CHINA
会议主办单位:
[Zhang Xiaoqing] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan, Hubei, Peoples R China.
会议赞助商:
Zhejiang Univ, Univ Bristol, IEEE, IEEE Comp Soc, Zhejiang Sci-Tech Univ, IEEE Nanjing Computat Intelligence Chapter, Zhejiang Univ, College Comp Sci
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5386-3675-6
基金类别:
Scientific Research Project of Education Department in Hubei Province [Q20171708]
机构署名:
本校为第一且通讯机构
院系归属:
数学与计算机学院
摘要:
Load balance problem has become a research hot spot problem of distributed computing field, whose objective is to ensure that each physical resource is allocated efficiently and fairly. As a typical distributed computing environment, the load balance of resource allocation in cloud computing environment is implemented by the live migration of virtual machines. A virtual machine resource provision genetic algorithm based on load balance, LB-GA is presented. Combined with the advantages of genetic algorithm, the proposed algorithm has an excellent outcome in balance of resource allocation. The s...

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