基于Cloudsim的云系统可靠性仿真设计

Han Xu, Gongcheng Wang, Liang Luo, Meilian Lei
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引用次数: 1

摘要

随着规模的扩大和用户的增加,云系统的可靠性问题越来越受到业界和学术界的关注。在现实场景中,可能会出现资源随机故障(如网络故障、虚拟机故障)导致业务中断的情况。许多研究人员对云系统的可靠性进行了研究。然而,在云系统中,很少有人提出一个通用的可持续平台来评估可靠性对其他服务质量(QoS)因素(如能源、性能、et .tl)的影响。为了解决这一问题,我们首先介绍了虚拟机故障和服务器故障这两个典型的可靠性因素。其次,在CloudSim中给出了云系统可靠性仿真的设计与实现。最后,基于一组真实配置和运行时,在CloudSim中进行了实验,以说明不同资源调度算法下两个可靠性因素对云系统的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Design of Reliability Simulation of Cloud System in the Cloudsim
With the expansion of scale and the increase of users, the reliability of the cloud system has got more and more attention in the industry and academia. Services may be interrupted by random resource failures (such as network failure, virtual machine (VM)failure)in a realistic scenario. Many researchers have studied the reliability of cloud systems. However, in a cloud system, few of them propose a general sustainable platform to evaluate the effect of reliability on other quality of service (QoS)factor, such as energy, performance, ea.tl. To solve this problem, we first introduce two typical reliability factors including VM failure and server failure. Secondly, we give the design and realization of reliability simulation of cloud system in CloudSim. Finally, experiments based on a set of realistic configurations and operation runtimes are implemented in CloudSim to illustrate the effect of two reliability factors on cloud system under different resource scheduling algorithms.
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