Title :
A self configuring fuzzy Active Queue Management controller in heterogeneous networks
Author :
Rahmani, Rahim ; Kanter, Theo ; Åhlund, Christer
Author_Institution :
Dept. of Inf. Technol. & Media, Mid-Sweden Univ., Sweden
Abstract :
To achieve self configuring of Active Queue Management based on Fuzzy Logic Controller (FLC), we propose a Fuzzy Adaptive Active Queue Management Controller (FAAQMC). FAAQMC eliminates buffer overflow by adapting the buffer size to the required queue length with a control cycle time shorter than the mean inter-arrival time of a burst. This makes FAAQMC suitable to manage invariant burstiness or self-similar network traffic.
Keywords :
fuzzy control; fuzzy logic; queueing theory; telecommunication congestion control; telecommunication network management; telecommunication traffic; fuzzy logic controller; heterogeneous networks; invariant burstiness network traffic management; self configuring fuzzy active queue management controller; self-similar network traffic management; Arithmetic; Buffer overflow; Conference management; Control systems; Fuzzy control; Fuzzy logic; Queueing analysis; Technology management; Telecommunication network management; Traffic control; Active Queue Management (AQM); Fuzzy logic; Self-configurering; Self-similar traffic;
Conference_Titel :
Telecommunications (ICT), 2010 IEEE 17th International Conference on
Conference_Location :
Doha
Print_ISBN :
978-1-4244-5246-0
Electronic_ISBN :
978-1-4244-5247-7
DOI :
10.1109/ICTEL.2010.5478838
