虚拟化云计算数据中心资源节能调度算法研究

针对当前云计算数据中心资源调度过程耗时长、能耗高、数据传输准确性较低的问题,提出基于VR沉浸式的虚拟化云计算数据中心资源节能调度算法。构建云计算数据中心资源采样模型,结合虚拟现实(virtual reality,VR)互动装置输出、转换、调度中心资源,提取中心资源的关联规则特征量,采用嵌入式模糊聚类融合分析方法三维重构中心资源,建立虚拟化云计算数据中心资源的信息融合中心,采用决策相关性分析方法,结合差异化融合特征量实现对数据中心资源调度,实现虚拟化云计算数据中心资源实时节能调度。仿真结果表明,采用该方法进行虚拟化云计算数据中心资源节能调度的数据传输准确性较高,时间开销较短,能耗较低,在中心资源调度中具有很好的应用价值。

Research on resource energy saving scheduling algorithm for virtual cloud computing data center

In order to address the time-consuming,high energy consumption and low data transmission accuracy of current cloud computing data center resource scheduling,this paper proposed a VR immersive virtual cloud computing data center resource energy-saving scheduling algorithm.It built of cloud computing data centers resource sampling model,combined with VR interactive device to output,transform,and dispatch central resources,extracted the characteristic quantities of the association rules of the central resources,and used embedded fuzzy clustering fusion analysis method to reconstruct the central resources three-dimensionally to establish virtual cloud computing data center resources.It built information fusion center adopted a decision correlation analysis method,combined differentiated fusion feature quantities to realize data center resource scheduling,and realized real-time energy-saving scheduling for virtualized cloud computing data center resources.The experimental results show that the data transmission accuracy of the proposed algorithm is high,the time cost is short and the energy consumption is low,so it has a good application value in the resource scheduling of virtual cloud computing data center.