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Fuzzy control of active queue management for bursty traffic in heterogeneous networks
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Technology and Media.
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Technology and Media. (SensorBasedServices, SensibleReality)
Luleå University of Technology.
2009 (English)In: Proceedings - MICC 2009: 2009 IEEE 9th Malaysia International Conference on Communications with a Special Workshop on Digital TV Contents, IEEE conference proceedings, 2009, p. 491-496Conference paper, Published paper (Refereed)
Abstract [en]

We propose Fuzzy Adaptive Active Queue Management Controller (FAAQMC) for dynamic buffer tuning at the router/system-level. The intention of an AQM is to achieve high link utilization without introducing an excessive delay in the Endto-End (E2E) path. For high link utilization it is necessary for queues to adapt to varying traffic loads. The contribution of FAAQMC is to make the Fuzzy Logic Controller (FLC) buffer overflow controller suitable for application over the Internet, where the traffic(i.e., bursty traffic) can change suddenly and the buffer length always cover the queue length adaptively. The desire to eliminate the overestimation effect of standard fuzzy arithmetic in the case of Internet traffic burstiness and preserve the FAAQMC merits the use of this adaptation and learning mechanism.

Place, publisher, year, edition, pages
IEEE conference proceedings, 2009. p. 491-496
Keywords [en]
Active Queue Management (AQM), Congestion control, Fuzzy logic, Heterogenous Networks, bursty traffic
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:miun:diva-9945DOI: 10.1109/MICC.2009.5431557ISI: 000278114300095Scopus ID: 2-s2.0-77952222107ISBN: 978-142445532-4 (print)OAI: oai:DiVA.org:miun-9945DiVA, id: diva2:241021
Conference
2009 IEEE 9th Malaysia International Conference on Communications with a Special Workshop on Digital TV Contents, MICC 2009; Kuala Lumpur; 15 December 2009 through 17 December 2009; Category number CFP0927C-CDR; Code 80199
Available from: 2009-09-30 Created: 2009-09-30 Last updated: 2018-01-13Bibliographically 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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