The mutual effect of virtualization and parallelism in a cloud environment

S. S. Zaghloul
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引用次数: 3

Abstract

Cloud computing is a dominant technology nowadays in both industry and academia. It evolved from many concepts such as distributed processing and parallel computing. In addition, virtualization is the core of cloud computing since it facilitates live migration for the sake of load balancing. The ultimate result is the optimization of resources utilization and increase in the whole system's performance. Moreover, virtualization plays an important role in achieving disaster recovery plans. Furthermore, virtual machines secure the underlying physical hardware against malware. However, parallel computing is of no less importance, especially to cloud platforms. Consequently, contemporary laptops, mobile and hand-held devices manufacturers produce multicore equipment with the aim of achieving high performance levels when these become nodes in a cloud environment. However, what is the mutual effect of virtualization and parallel processing? Do they impede each other? Do they really boost the overall performance collectively? This research helps to better understand the effect of virtualization on parallel processing. In addition, this paper covers some researches made to answer such questions. Such studies are so few - to the extent of our knowledge - that they don't give comprehensive answers to the previously imposed questions. Finally, a methodology is exposed to quantitatively measure the mutual effect of parallelism and virtualization in a cloud environment.
虚拟化和并行性在云环境中的相互影响
云计算是当今工业界和学术界的主导技术。它从分布式处理和并行计算等许多概念演变而来。此外,虚拟化是云计算的核心,因为它有助于实现负载平衡的实时迁移。最终的结果是资源利用的优化和整个系统性能的提高。此外,虚拟化在实现灾难恢复计划方面发挥着重要作用。此外,虚拟机保护底层物理硬件免受恶意软件的侵害。然而,并行计算同样重要,尤其是对云平台而言。因此,当代笔记本电脑、移动设备和手持设备制造商生产多核设备,目的是在这些设备成为云环境中的节点时实现高性能水平。然而,虚拟化和并行处理的相互影响是什么呢?它们会互相阻碍吗?它们真的能共同提升整体绩效吗?这项研究有助于更好地理解虚拟化对并行处理的影响。此外,本文还介绍了为回答这些问题所做的一些研究。就我们所知,这样的研究是如此之少,以至于它们不能对之前强加的问题给出全面的答案。最后,提供了一种方法来定量地度量云环境中并行性和虚拟化的相互影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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