Smart CloudMonitor - Providing Visibility into Performance of Black-Box Clouds

Mohan Baruwal Chhetri, S. Chichin, Quoc Bao Vo, R. Kowalczyk
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引用次数: 8

Abstract

Migration to the cloud offers several benefits including reduced operational costs, flexibility, scalability, and a greater focus on business goals, but it also has a flip side reduced visibility. Organizations only have a blackbox view of cloud servers and while pricing and specification information is publicly available, there is limited information about cloud performance. This necessitates the need for tools that can provide greater visibility into cloud insfrastructure performance so that consumers can objectively compare and contrast the offerings from different providers. Smart CloudBench [1][2][3] is a system that allows users to run automated, ondemand, real-time and customized benchmark tests on cloud infrastructure. In this paper, we present Smart CloudMonitor - a performance monitoring tool that provides multi-layer performance monitoring capabilities to Smart CloudBench. It provides greater visibility and insight into cloud performance by monitoring both application performance as well as the corresponding resource consumption. Experiments conducted on cloud infrastructure using Smart CloudBench show the add value that Smart CloudMonitor provides to the process of cloud performance evaluation.
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智能CloudMonitor -提供对黑盒子云性能的可见性
迁移到云提供了几个好处,包括降低运营成本、灵活性、可伸缩性和更关注业务目标,但它也有降低可见性的缺点。组织只有云服务器的黑箱视图,虽然价格和规格信息是公开的,但关于云性能的信息有限。这就需要能够更好地了解云基础设施性能的工具,以便消费者能够客观地比较和对比来自不同提供商的产品。Smart CloudBench[1][2][3]是一个允许用户在云基础设施上运行自动化、按需、实时和定制基准测试的系统。在本文中,我们介绍了Smart CloudMonitor——一个为Smart CloudBench提供多层性能监控功能的性能监控工具。它通过监视应用程序性能以及相应的资源消耗,提供了对云性能的更大可见性和洞察力。使用Smart CloudBench在云基础设施上进行的实验表明,Smart CloudMonitor为云性能评估过程提供了附加价值。
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