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Fuzzy Set-based Analysis and Design of AQM Controller For Access Router in  Heterogeneous Networks
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Technology and Media. (STC)
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Technology and Media. (STC)
Luleå University of Technology, Sweden.
2010 (English)In: Proceedings - 2nd International Conference on Computational Intelligence, Communication Systems and Networks, CICSyN 2010, IEEE conference proceedings, 2010, p. 173-181Conference paper, Published paper (Refereed)
Abstract [en]

We propose a Fuzzy Adaptive Active Queue Management Controller (FAAQMC). Its performance objectives are efficient queue utilization, regulated queuing delay, and robustness.   In order to achieve efficient queue utilization, the FAAQMC controls buffer length loading of both time-varying arrival rate and departure rate. The FAAQMC regulates queuing delay by minimize buffering with  small queue lengths. In order to achieve robustness the FAAQMC maintains both resource provisioning and dimensioning performance under varying network conditions including variations in the number of flows, variation in Round Trip Time (RTT), and link capacity. The FAAQMC does so by using a Transformation method with fuzzy sets as numerical representation of uncertain network parameters.

Place, publisher, year, edition, pages
IEEE conference proceedings, 2010. p. 173-181
Keywords [en]
Active Queue Management (AQM), Fuzzy logic, Acess Router, Heterogeneous networks.
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:miun:diva-12903DOI: 10.1109/CICSyN.2010.58ISI: 000303357300035Scopus ID: 2-s2.0-78649837318ISBN: 978-1-4244-7837-8 (print)OAI: oai:DiVA.org:miun-12903DiVA, id: diva2:381792
Conference
2nd International Conference on Computational Intelligence, Communication Systems and Networks, CICSyN 2010; Liverpool; 28 July 2010 through 30 July 2010; Category number E4158; Code 82816
Available from: 2010-12-28 Created: 2010-12-28 Last updated: 2018-01-12Bibliographically approved
In thesis
1. Active queue management for quality of service in heterogeneous networks: design of active queue management for access routers
Open this publication in new window or tab >>Active queue management for quality of service in heterogeneous networks: design of active queue management for access routers
2011 (English)Doctoral thesis, comprehensive summary (Other academic)
Place, publisher, year, edition, pages
Sundsvall: Mid Sweden University, 2011. p. 108
Series
Mid Sweden University doctoral thesis, ISSN 1652-893X ; 103
National Category
Computer Systems
Identifiers
urn:nbn:se:miun:diva-14511 (URN)STC (Local ID)978-91-86694-26-5 (ISBN)STC (Archive number)STC (OAI)
Supervisors
Available from: 2011-09-21 Created: 2011-09-21 Last updated: 2016-10-19Bibliographically approved

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Rahmani, RahimKanter, Theo

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