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

fYear

2010

fDate

4-7 April 2010

Firstpage

634

Lastpage

641

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/ICTEL.2010.5478838

Filename

5478838