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Fuzzy logic congestion control in TCP-IP differentiated services networks for quality of service provisioning

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5 Author(s)
Chrysostomou, C. ; Dept. of Comput. Sci., Univ. of Cyprus, Nicosia, Cyprus ; Pitsillides, A. ; Hadjipollas, G. ; Sekercioglu, A.
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In this paper, a new active queue management (AQM) scheme that provides congestion control in TCP/IP networks using a fuzzy logic control approach is presented. The proposed scheme is implemented within the differentiated services (Diff-Serv) framework, providing quality of service (QoS). It is based on the fuzzy explicit marking (FEM) controller proposed to provide congestion control in TCP/IP best-effort networks. The proposed FEM In/Out (FIO) controller is evaluated in a wide range using the NS-2 simulator. The fuzzy control methodology can offer significant improvements on controlling congestion in TCP/IP Diff-Serv networks and providing adequate quality of service.

Published in:

Information and Communication Technologies: From Theory to Applications, 2004. Proceedings. 2004 International Conference on

Date of Conference:

19-23 April 2004