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On Exploiting Page Sharing in a Virtualised Environment - An Empirical Study of Virtualization Versus Lightweight Containers

机译:虚拟环境中利用页面共享的研究-虚拟化与轻量级容器的实证研究

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摘要

While virtualized solutions are firmly entrenched in cloud data centers to provide isolated execution environments, the chief overhead it suffers from is that of memory consumption. Even pages that are common in multiple virtual machines (VMs) on the same physical machine (PM) are not shared and multiple copies exist thereby draining valuable memory resources and capping the number of VMs that can be instantiated on a PM. Lightweight containers (LWCs) on the other hand does not suffer from this situation since virtually everything is shared via Copy on Write semantics. As a result the capacity of a PM to host LWCs is far higher than hosting equivalent VMs. In this paper, we evaluate a solution using uKSM to exploit memory page redundancy amongst multiple VMs on a PM executing the same operating system thereby enabling a comparison of the two technologies as far as its capacity to instantiate multiple instances is concerned. We performed a thorough empirical evaluation of the two solutions and present comprehensive results.
机译:尽管虚拟化解决方案已牢固地扎根在云数据中心中以提供隔离的执行环境,但其遭受的主要开销是内存消耗。即使在同一物理机(PM)上的多个虚拟机(VM)中通用的页面也不会共享,并且存在多个副本,从而浪费了宝贵的内存资源并限制了可在PM上实例化的VM的数量。另一方面,轻量级容器(LWC)不受这种情况的影响,因为实际上所有内容都是通过“写时复制”语义共享的。结果,PM承载LWC的能力远远高于承载等效VM的能力。在本文中,我们评估了一种使用uKSM的解决方案,以在执行同一操作系统的PM上的多个VM之间利用内存页面冗余,从而就其实例化多个实例的能力而言,能够对这两种技术进行比较。我们对这两种解决方案进行了全面的实证评估,并给出了全面的结果。

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