SODA

Fuzzy Control for Guaranteeing Absolute Delays in Web Servers

Wei, Yaya and Lin, Chuang and Fengyuan, Ren and Voigt, Thiemo (2005) Fuzzy Control for Guaranteeing Absolute Delays in Web Servers. In: The Second International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QShine), Poster Session, 2005, Orlando, USA.

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Abstract

This paper presents a fuzzy control approach that guarantees absolute delays in web servers. Previous work has proposed the use of classical PI controllers for delay guarantees. However, a disadvantage of the classical PI controller is that the system model, which is obtained by system identification, mismatches the real system and inevitably degrades the performance of the web system. In contrast with classical PI controllers, fuzzy controllers are nonlinear and therefore independent of the accurate model of the plant, i.e. the controlled system. Hence, fuzzy controllers seem to be very suitable for web servers. Our experiments show that fuzzy controllers indeed perform better than PI controllers presented in earlier papers.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:QoS, Resource Scheduling, Fuzzy control
ID Code:190
Deposited By:Mr Ian Marsh
Deposited On:06 Aug 2007
Last Modified:18 Nov 2009 15:54

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