JOURNAL ARTICLE

Research on Improved Hybrid Particle Swarm Optimization Algorithm for Cloud Computing Task Scheduling

Xiaoguang YangQian WangYimin Zhang

Year: 2018 Journal:   Proceedings of the 2018 8th International Conference on Management, Education and Information (MEICI 2018)

Abstract

In the cloud computing environment, one of the hot spot of researches in cloud computing is how to accomplish the service request in numerous running tasks.This paper puts forward an improved hybrid particle swarm optimization, firstly using particle swarm algorithm as the main level algorithm, the initial solution rapidly, followed by the max min ant colony algorithm, as the algorithm to find the optimal solution based on the initial solution.Finally, the availability and advantage of the proposed algorithm can be tested through the simulation experiment.

Keywords:
Computer science Particle swarm optimization Cloud computing Distributed computing Scheduling (production processes) Task (project management) Multi-swarm optimization Algorithm Mathematical optimization Parallel computing Operating system Mathematics Engineering

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4
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0.46
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Topics

Advanced Computing and Algorithms
Social Sciences →  Social Sciences →  Urban Studies
Educational Technology and Pedagogy
Physical Sciences →  Computer Science →  Artificial Intelligence
AI and Big Data Applications
Physical Sciences →  Computer Science →  Information Systems

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