Li, Zhi and Zhang, Zhongwei (2005) A coupled fuzzy logic control for routers' queue management over TCP/AQM networks. In: 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2005), 14-16 Sep 2005, Melbourne, Australia.
Significant efforts in developing active queue management (AQM) in gateway routers in a TCP/IP network have been made since random early detection (RED) in 1993, and most of them are statistical based. Our approach is to capitalize on the understanding of the TCP dynamics to design an effective AQM scheme. In this paper, two FL-based AQM algorithms are proposed with the deployment of traffic load factor for early congestion notification. Extensive experimental simulations with a range of traffic load conditions have been done for the purpose of performance evaluation. The results show that the proposed two FLAQM algorithms outperform some well-known AQM schemes in terms of both user-centric measures and network-centric measures.
|Item Type:||Conference or Workshop Item (Commonwealth Reporting Category E) (Paper)|
|Additional Information:||Permanent restrcited access to published verison due to publisher copyright policy.|
|Uncontrolled Keywords:||algorithms; fuzzy sets; information management; network protocols; queueing networks; routers; telecommunication traffic|
|Subjects:||290000 Engineering and Technology > 291700 Communications Technologies > 291704 Computer Communications Networks|
|Depositing User:||epEditor USQ|
|Date Deposited:||11 Sep 2011 04:39|
|Last Modified:||02 Jul 2013 22:34|
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