Modeling and Robust Control for Trusted Web Server

B. Du, Chun Ruan
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引用次数: 1

Abstract

The paper describes how to model and control performance of a trusted web server using Feedback Error Learning and H¡Þ control theory. Web server load may experience enormous variations and unpredictability. Existing web servers are difficult to achieve performance guaranties in such environment. One of challenges in web server research is how to model non-linearity computing systems. We demonstrate that Web server model can be approximated with a two tank system that includes many uncertainly components. In contrast with web server delay control that only control delay, our architecture based on H¡Þ robust control and queuing model predictor enforce server utilization and delay guarantees for different classes on virtual servers. A simulation evaluation demonstrates that H¡Þ robust control can provide robust request utilization and request response time for Internet servers.
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可信Web服务器的建模与鲁棒控制
本文介绍了如何利用反馈错误学习和H ` Þ控制理论对可信web服务器的性能进行建模和控制。Web服务器负载可能会经历巨大的变化和不可预测性。现有的web服务器很难在这种环境下实现性能保证。web服务器研究的挑战之一是如何对非线性计算系统进行建模。我们演示了Web服务器模型可以近似为包含许多不确定组件的双罐系统。与仅控制延迟的web服务器延迟控制相比,我们的架构基于H ' Þ鲁棒控制和排队模型预测器,对虚拟服务器上不同类别的服务器利用率和延迟保证。仿真结果表明,H′Þ鲁棒控制可以为Internet服务器提供鲁棒的请求利用率和请求响应时间。
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