VM Provisioning Method to Improve the Profit and SLA Violation of Cloud Service Providers

K. Patel, A. Sarje
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引用次数: 40

Abstract

Cloud computing is an emerging technology in the IT world. Some features of cloud, such as low cost, scalability, robustness and availability are attracting large-scale industries as well as small businesses towards cloud. A virtual machine (VM) is a software that can run its own operating system and applications just like an operating system on a physical computer. As the number of users increases, allocation of resources and scheduling become a complex task in a cloud. In a federated cloud environment when resource requirements of user requests exceed resource limits of cloud provider, to fulfil the requests the cloud provider can out-source to other cloud providers' resources. Under these circumstances it is desirable to minimize the Service Level Agreement (SLA) violations. This can be achieved through load balancing. This paper proposes a load balancing algorithm that is threshold based. We consider two types of pricing models for VMs, on-demand and reserved. Simulation results show that the proposed algorithm reduces the SLA violations.
提高云服务提供商利润和SLA违规的虚拟机发放方法
云计算是IT界的一项新兴技术。云的一些特性,如低成本、可扩展性、健壮性和可用性,吸引着大型行业和小型企业向云发展。虚拟机是一种软件,它可以像物理计算机上的操作系统一样运行自己的操作系统和应用程序。随着用户数量的增加,资源分配和调度在云中成为一项复杂的任务。在联邦云环境中,当用户请求的资源需求超出云提供商的资源限制时,云提供商可以将请求外包给其他云提供商的资源。在这种情况下,最好尽量减少违反服务水平协议(SLA)的情况。这可以通过负载平衡来实现。提出了一种基于阈值的负载均衡算法。我们考虑了虚拟机的两种定价模式:按需定价和保留定价。仿真结果表明,该算法减少了SLA违规。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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