Vertical Scaling of Virtual Machines In Cloud Environment

Karunakar Rai, B. Sahana, Akshay Narayan Pai, S. Gautham, U. Dhanush
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Abstract

Virtual Machine (VM) scaling in cloud is a common technique followed in cloud infrastructures to efficiently make use of the VM instances to get more throughput. There are two major scaling approaches which are being followed these days namely Horizontal Scaling and Vertical Scaling. The horizontal scaling is widely used as compared to the vertical scaling due to its ease of implementation and profit measure whereas the implementation of vertical scaling is more complex. The Vertical Scaling is accomplished using the Hypervisor tool - Virtual Box. We make use of the CLI provided by the Virtual Box to vertically scale the VMs. Python script is written to take care of all the edge cases that could be encountered in the vertical VM scaling. In addition to this, user activity statistics are logged to the database accompanying with the changes to the allotted VMs. A web interface is provided to the user/administrator to keep track of the changes in the VM environment in different user sessions. Scaling of different VM parameters like RAM & VRAM size, Usage of number of CPUs and Availability of different audio controller types are discussed in this paper. This paper proposes a cost effective method to implement vertical scaling of VM in cloud architecture.
云环境下虚拟机的垂直扩展
云中的虚拟机(VM)扩展是云基础设施中常用的一种技术,它可以有效地利用VM实例来获得更高的吞吐量。目前有两种主要的扩展方法,即水平扩展和垂直扩展。与垂直扩展相比,水平扩展由于其易于实施和利润衡量而被广泛使用,而垂直扩展的实施更为复杂。垂直扩展是使用Hypervisor工具Virtual Box完成的。我们使用Virtual Box提供的CLI来垂直扩展虚拟机。编写Python脚本是为了处理在垂直VM扩展中可能遇到的所有边缘情况。除此之外,用户活动统计数据会随分配的vm的更改一起记录到数据库中。为用户/管理员提供web界面,以跟踪不同用户会话下虚拟机环境的变化。本文讨论了不同虚拟机参数(如RAM和VRAM大小)的缩放、cpu数量的使用以及不同音频控制器类型的可用性。本文提出了一种在云架构下实现虚拟机垂直扩展的经济有效的方法。
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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