计算机与数字工程2024，Vol.52Issue(1)：121-125,5.DOI:10.3969/j.issn.1672-9722.2024.01.019
基于服务质量的虚拟化云资源动态分配算法
Dynamic Resource Allocation Algorithm for Virtualization Cloud Based on Quality of Service
李凯锋 1胡泓 2吴海燕 2贺莉娜 2胡宇2
作者信息
- 1. 南瑞集团公司(国网电力科学研究院) 南京 211000||国电南瑞科技股份有限公司 南京 211106
- 2. 北京市轨道交通运营管理有限公司 北京 100068
- 折叠
摘要
Abstract
Quality of service is an important indicator to measure the performance of dynamic allocation of cloud resources.This paper considers the four quality of service requirements of users'time,cost,security and reliability,and proposes a virtualized cloud resource dynamic allocation algorithm based on quality of service.The algorithm integrates ant colony algorithm and genetic al-gorithm.Firstly,genetic algorithm is used to generate effective initial pheromone for ant colony algorithm,four service quality indi-cators are used to define fitness function,and finally,ant colony algorithm is used to find the best resources.Experimental results show that the algorithm has good performance in terms of service quality assurance and resource balance.关键词
云计算/服务质量/蚁群算法/资源分配/遗传算法Key words
cloud computing/QoS/ant colony algorithm/resource allocation/genetic algorithm分类
信息技术与安全科学引用本文复制引用
李凯锋,胡泓,吴海燕,贺莉娜,胡宇..基于服务质量的虚拟化云资源动态分配算法[J].计算机与数字工程,2024,52(1):121-125,5.
