Fuzzy logic based modelling and analysis of network traffic | IEEE Conference Publication | IEEE Xplore

Fuzzy logic based modelling and analysis of network traffic


Abstract:

Accurate computer network traffic models are required for many network tasks such as network traffic analysis and performance optimization. Existing statistical traffic m...Show More

Abstract:

Accurate computer network traffic models are required for many network tasks such as network traffic analysis and performance optimization. Existing statistical traffic modelling techniques rely on precise mathematical analysis of extensive measured data such as packet arrival time, packet size and server-side or client-side round trip time. With the advent of high speed broadband networks, gathering an acceptable quantity of data needed for the precise representation of traffic is a difficult, time consuming, expensive and in some cases almost an impossible task. In this work we developed a fuzzy logic based traffic models using imprecise data sets that can be obtained realistically. The model include a parameter, the R parameter, which is also useful for analysis of network traffic.
Date of Conference: 08-11 July 2008
Date Added to IEEE Xplore: 08 August 2008
ISBN Information:
Conference Location: Sydney, NSW, Australia

References

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