Research on cloud task scheduling algorithm of particle swarm optimization algorithm based on fission mechanism

doi:10.14257/ijmue.2016.11.8.16

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	Research on cloud task scheduling algorithm of particle swarm optimization algorithm based on fission mechanism
	Shao, Youwei
	2016
发表期刊	International Journal of Multimedia and Ubiquitous Engineering
ISSN	1975-0080
卷号	11 期号:8 页码:145-152
摘要	Task scheduling and resource scheduling are the core issue in cloud computing. Pointing at the premature problem in the scheduling algorithm of particle swarm, we propose a scheduling algorithm of cloud task particle swarm based on “fission” mechanism in this paper. The particle in traditional particle swarm algorithm gets “fission” by the new algorithm in appropriate place, to get more kinds of the particles, contributing to the particle swarm diversity, avoiding premature convergence of the swarm. As the experimental result shows that, the algorithm in this paper has faster scheduling efficiency than the FIFO and the PSO, also solves the premature problem in PSO. © 2016 SERSC.
关键词	Algorithms Cloud computing Multitasking Optimization Scheduling Scheduling algorithms Fission Particle swarm algorithm Particle swarm optimization algorithm Pre-mature convergences Premature Resource-scheduling Scheduling efficiencies Task-scheduling algorithms
DOI	10.14257/ijmue.2016.11.8.16
收录类别	EI
语种	英语
出版者	Science and Engineering Research Support Society
EI入藏号	20163702794746
EI分类号	722.4 Digital Computers and Systems ; 912.2 Management ; 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/39TD4454/3180
专题	重庆电子科技职业大学建筑与材料学院
作者单位	School of Applied Electronics, Chongqing College of Electronic Engineering, Chongqing, China
第一作者单位	重庆电子科技职业大学
推荐引用方式 GB/T 7714	Shao, Youwei. Research on cloud task scheduling algorithm of particle swarm optimization algorithm based on fission mechanism[J]. International Journal of Multimedia and Ubiquitous Engineering,2016,11(8):145-152.
APA	Shao, Youwei.(2016).Research on cloud task scheduling algorithm of particle swarm optimization algorithm based on fission mechanism.International Journal of Multimedia and Ubiquitous Engineering,11(8),145-152.
MLA	Shao, Youwei."Research on cloud task scheduling algorithm of particle swarm optimization algorithm based on fission mechanism".International Journal of Multimedia and Ubiquitous Engineering 11.8(2016):145-152.

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