Based on Particle Swarm Optimization Algorithm of Cloud Computing Resource Scheduling in Mobile Internet

被引:4
作者
Lin, Yong [1 ]
机构
[1] Qingdao Vocat & Tech Coll Hotel Management, Qingdao, Shandong, Peoples R China
来源
INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING | 2016年 / 9卷 / 06期
关键词
The Mobile Internet; Cloud Computing; Particle Swarm Optimization Algorithm; Resource Scheduling;
D O I
10.14257/ijgdc.2016.9.6.03
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Mobile Internet due to the limitation of the mobile terminal power supply, transmission and calculation of the need to adopt energy saving strategy, also due to the terminal mobility, mobile Internet topology change. Therefore, mobile Internet cloud computing resources allocation need both energy efficiency and assure the time characteristics of mobile business; Aiming at this problem, this paper presents a maximum energy efficiency optimization, in the restrictive conditions at the same time, guarantee the minimum time delay the business. According to the characteristics of the optimization problems, both the distribution of the improved algorithm is proposed, the algorithm based on particle swarm optimization (pso) algorithm, build the search direction matrix of orientation, the simulation results show that the proposed allocation algorithm can effectively improve the efficiency of energy utilization, and ensure that the time delay of the business requirements.
引用
收藏
页码:25 / 34
页数:10
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