一种基于进化博弈论的云计算虚拟计算资源配置模型

摘要

More research on resource allocation strategy of cloud computing are focused on cloud computing resource providers at present.Studying virtual resource allocation strategy of cloud computing resource providers is benefit for increasing reliability and utilization of resource.An adaptive resource allocation modal based on evolutionary game theory is proposed for the cloud application providers in this paper.Performance is set to evolutionary game target.Optimized resource allocation strategy can be achieved by this modal.Comparative experiment results show that the modal can decrease resource usage effectively.%目前针对云计算的资源配置策略研究多关注于云计算资源提供商状况,研究云计算资源提供商的虚拟资源调度管理策略,可以提高云计算资源的可靠性和资源利用率.本文针对云应用提供商,提出基于进化博弈论的自适应资源配置模型,以性能目标为进化博弈目标,通过该模型得到最优的资源分配策略.对比实验结果显示,本模型能有效减少资源的使用.