计算机应用与软件Issue(4)：330-333,4.DOI:10.3969/j.issn.1000-386x.2015.04.077
改进混合蛙跳算法的云计算资源调度
RESOURCE SCHEDULING IN CLOUD COMPUTING ENVIRONMENT BASED ON IMPROVED SHUFFLED FROG LEAPING ALGORITHM
张沫1
作者信息
- 1. 浙江邮电职业技术学院 浙江 绍兴312016
- 折叠
摘要
Abstract
Reasonable scheduling of resource is the current research focus in cloud computing environment.Aiming at the shortage of shuffled frog leaping algorithm,we propose a novel cloud computing resource scheduling strategy which is based on improved shuffled frog leaping algorithm (ISFLA).First it introduces the particle update concept to local optimisation process to accelerate convergence rate,then it exerts chaos disturbance on best individual in global optimisation to reduce the probability of local optimum occurrence,finally the simulation experiment is carried out on CloudSim platform.Result shows that the proposed algorithm reduces the completion time of cloud computing task with more reasonable load distribution of resources.关键词
云计算/资源调度/混合蛙跳算法/混沌优化算法/粒子群优化算法Key words
Cloud computing/Resource scheduling/Shuffled frog leaping algorithm/Chaos optimisation/Particle swarm optimisation分类
信息技术与安全科学引用本文复制引用
张沫..改进混合蛙跳算法的云计算资源调度[J].计算机应用与软件,2015,(4):330-333,4.
