基于系统动力学的云计算建设规模分析与预估

发布时间：2018-07-06 09:01

本文选题：系统动力学 + 云计算　；参考：《安徽大学学报(自然科学版)》2014年01期

【摘要】：通过采用系统动力学分析方法建立云计算虚拟环境下的虚拟机的调度方式模型.运用计算机系统仿真手段、系统动力学模型和方法,从系统的角度对云计算虚拟机业务需求和建设规模进行研究,找出了影响云计算虚拟机数量的关键因素.进一步对计算资源池规模建设的决定性因素,使用数理统计理论和方法,提出优化预估建设规模的依据和具体实现,给出回归方程,并验证了预估回归方程的可信性.从而,有效分析了云计算系统的建设规模影响因素,可成功用于预估云计算虚拟环境建设规模,避免了直观简单线性推演的盲目性,优化实现绿色节能,同时促进云计算建设的理论研究并对实践起一定指导作用.
[Abstract]:The scheduling mode model of virtual machine in cloud computing virtual environment is established by using system dynamics analysis method. By means of computer system simulation, system dynamics model and method, the business requirements and construction scale of cloud computing virtual machines are studied from the system point of view, and the key factors affecting the number of cloud computing virtual machines are found out. For the decisive factors of the scale construction of the computational resource pool, the mathematical statistics theory and method are used to put forward the basis and realization of optimizing the construction scale, to give the regression equation, and to verify the credibility of the prediction regression equation. Therefore, the factors influencing the construction scale of cloud computing system are effectively analyzed, which can be successfully used to predict the scale of cloud computing virtual environment construction, avoid the blindness of intuitive and simple linear deduction, and optimize the realization of green energy saving. At the same time, it promotes the theoretical research of cloud computing construction and plays a guiding role in practice.
【作者单位】：南京中医药大学经贸管理学院;南京机电学院信息工程系;
【基金】：国家教育部基金资助项目(11YJC630106)
【分类号】：N941.3;TP3

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