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An Immune-based Optimization Algorithm of Multi-tenant Resource Allocation for Geo-distributed Data Centers

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成果类型:
会议论文
作者:
Song, Yazhen;Peng, Jun*;Liu, Weirong;Zhang, Xiaoyong;Gu, Xin;...
通讯作者:
Peng, Jun
作者机构:
[Peng, Jun; Gu, Xin; Zhang, Xiaoyong; Song, Yazhen; Liu, Weirong] Cent S Univ, Sch Informat Sci & Engn, Changsha, Hunan, Peoples R China.
[Yu, Wentao] Cent South Univ Forestry & Technol, Coll Comp & Informat Engn, Changsha, Hunan, Peoples R China.
[Yu, Wentao; Peng, Jun; Gu, Xin; Zhang, Xiaoyong; Song, Yazhen; Liu, Weirong] Hunan Engn Lab Rail Vehicles Braking Technol, Changsha, Hunan, Peoples R China.
通讯机构:
[Peng, Jun] C
[Peng, Jun] H
Cent S Univ, Sch Informat Sci & Engn, Changsha, Hunan, Peoples R China.
Hunan Engn Lab Rail Vehicles Braking Technol, Changsha, Hunan, Peoples R China.
语种:
英文
关键词:
Multi-tenant;geo-distributed data centers;electricity price heterogeneity;immune algorithm
期刊:
2017 15TH IEEE INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED PROCESSING WITH APPLICATIONS AND 2017 16TH IEEE INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING AND COMMUNICATIONS (ISPA/IUCC 2017)
ISSN:
2158-9178
年:
2017
页码:
88-93
会议名称:
15th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) / 16th IEEE International Conference on Ubiquitous Computing and Communications (IUCC)
会议论文集名称:
IEEE International Symposium on Parallel and Distributed Processing with Applications
会议时间:
DEC 12-15, 2017
会议地点:
Guangzhou, PEOPLES R CHINA
会议主办单位:
[Song, Yazhen;Peng, Jun;Liu, Weirong;Zhang, Xiaoyong;Gu, Xin] Cent S Univ, Sch Informat Sci & Engn, Changsha, Hunan, Peoples R China.^[Yu, Wentao] Cent South Univ Forestry & Technol, Coll Comp & Informat Engn, Changsha, Hunan, Peoples R China.^[Song, Yazhen;Peng, Jun;Liu, Weirong;Zhang, Xiaoyong;Gu, Xin;Yu, Wentao] Hunan Engn Lab Rail Vehicles Braking Technol, Changsha, Hunan, Peoples R China.
会议赞助商:
IEEE, IEEE Comp Soc, Guangzhou Univ, Cent S Univ
主编:
Wang, G Fox, G Martinez, G Hill, R Mueller, P
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5386-3790-6
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61772558, 61379111, 61672537, 61672539, 61402538, 61403424, 61602529]; Planned Science and Technology Project of Hunan Province [2016GK2003]
机构署名:
本校为其他机构
院系归属:
计算机与信息工程学院
摘要:
In recent years, the global data center industry has entered a large-scale planning and construction stage, bringing huge power consumption and high operating costs. In this paper, a multi-tenant resource allocation optimization model for geo-distributed data centers is proposed to reduce the energy consumption and operating costs of cloud providers. Firstly, the resource allocation model is constructed by considering the heterogeneous electricity prices of geo-distributed data centers. Then an immune-based algorithm is proposed to solve the allocation optimization problem with variable users'...

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