6533b830fe1ef96bd1296e65

RESEARCH PRODUCT

Proposal of a neuro-fuzzy model of a WWW server

Krzysztof Zatwarnicki

subject

Queueing theoryWeb serverNeuro-fuzzyComputer scienceProcess (engineering)business.industryDistributed computingSimulation modelingcomputer.software_genreFile serverServerThe Internetbusinesscomputer

description

This paper presents the ways of designing simulation models of Web servers. At the beginning queuing network models are introduced, those models are generally known and often used in the initial phase of research on particular technical solutions. Next, an entirely new approach to the issue discussed is presented - neuro-fuzzy models, thanks to which, it is possible to automate the process of designing simulation models. The results of comparative tests of these two models are presented. Based on these results it can be concluded that neuro-fuzzy models are accurate and can be used in simulation research.

yearjournalcountryeditionlanguage
2005-01-015th International Conference on Intelligent Systems Design and Applications (ISDA'05)
https://doi.org/10.1109/isda.2005.79