JOURNAL ARTICLE

Cellular Particle Swarm Scheduling Algorithm for Virtual Resource Scheduling of Cloud Computing

Hao YuanChangbing LiMaokang Du

Year: 2015 Journal:   International Journal of Grid and Distributed Computing Vol: 8 (3)Pages: 299-308

Abstract

The virtual resource scheduling is an important topic in the field of cloud computing.Based on particle swarm scheduling algorithm, this paper introduces cellular automata theory to construct a new cellular particle swarm scheduling algorithm.This approach through mathematical modeling for virtual resource scheduling of cloud computing and complete the final search configuration based on directional optimization objective function.Experimental results show that the proposed method has more excellent scheduling performance, in the case of changes in resources, can be also kept stable scheduling balance.

Keywords:
Computer science Distributed computing Cloud computing Particle swarm optimization Dynamic priority scheduling Scheduling (production processes) Fair-share scheduling Swarm behaviour Algorithm Mathematical optimization Operating system Computer network Artificial intelligence Mathematics Quality of service

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Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Caching and Content Delivery
Physical Sciences →  Computer Science →  Computer Networks and Communications
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