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Visual Assessment of Cloud Resource Consolidation Managers Using Convex Hulls

机译:使用凸包对云资源整合管理器进行可视化评估

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摘要

One way of simplifying the process of analyzing the performance of resource consolidation managers is to provide methods that can facilitate forming an initial understanding of their general characteristics before proceeding with further statistical evaluations. However, to the best of our knowledge, no such methods were previously proposed in the literature. In this work, we present a visualization tool that fills this gap by applying concepts from computational geometry in a rather unconventional manner. In the proposed method, the performance of a resource consolidation manager is represented using shells of convex hulls on a 2-dimensional plane, which can then be used to generate a preliminary understanding of various methods. We have been using the proposed method in our recent studies on the design, implementation and assessment of resource consolidation management methods. In our experience with the proposed tool, visual representations based on convex hulls prove to be of valuable assistance in providing quick and easy preliminary performance analyses which can later be used to direct the focus of statistical evaluations.
机译:简化资源整合管理者绩效分析过程的一种方法是提供一种方法,在进行进一步的统计评估之前,可以促进对他们的一般特征形成初步的了解。然而,据我们所知,文献中以前没有提出过这样的方法。在这项工作中,我们提出了一种可视化工具,该工具通过以非常规的方式应用计算几何中的概念来填补这一空白。在提出的方法中,使用二维平面上的凸包壳表示资源合并管理器的性能,然后可将其用于生成对各种方法的初步了解。在资源整合管理方法的设计,实施和评估的最新研究中,我们一直在使用提议的方法。根据我们对拟议工具的经验,基于凸包的视觉表示被证明在提供快速,简便的初步性能分析方面可提供宝贵的帮助,这些分析随后可用于指导统计评估的重点。

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