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Tasks scheduling game algorithm based on cost optimization in cloud computing

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成果类型:
期刊论文
作者:
Liu, Renfeng;Xu, Lijun;Zhang, Xiaoqing;Qian, Qiongfen
通讯作者:
Zhang, Xiaoqing(51449902@qq.com)
作者机构:
[Liu, Renfeng] School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China
[Qian, Qiongfen] Department 4, Air Force Early Warning Academy, Wuhan, China
[Zhang, Xiaoqing] School of Mathematics and Computer Science, Wuhan Polytechnic University, Wuhan, China
[Xu, Lijun] School of Computer and Information Engineering, Xinxiang University, Xinxiang, China
通讯机构:
School of Mathematics and Computer Science, Wuhan Polytechnic University, Wuhan, China
语种:
英文
关键词:
Cloud computing;Cost function;Non-cooperative game;Tasks scheduling
期刊:
Journal of Computational Information Systems
ISSN:
1553-9105
年:
2015
卷:
11
期:
16
页码:
6037-6045
机构署名:
本校为通讯机构
院系归属:
数学与计算机学院
摘要:
For implementing efficiently and safely cloud tasks scheduling, a task scheduling game algorithm based on cost optimization is presented. Tasks execution cost, resource utilization cost, security-assured cost and load balance cost are considered comprehensively into the game's cost function in our algorithm. To optimize the cost function, the cloud tasks scheduling problem is formalized as a non-cooperative game model. The users' cost of playing the game is interpreted as a total cost of the efficient tasks scheduling in clouds and a hierarchical approach is designed to solve this game. Experi...

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