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Fuzzy control of active queue management for bursty traffic in heterogeneous networks
Department of Information Technology and Media, Mid-Sweden University, Sundsvall.
Department of Information Technology and Media, Mid-Sweden University, Sundsvall.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.ORCID iD: 0000-0002-8681-9572
2009 (English)In: IEEE 9th Malaysia International Conference on Communications: MICC 2009 ; Kuala Lumpur, Malaysia, 15 - 17 December 2009 / [ed] Mahamod Ismail, Piscataway, NJ: IEEE Communications Society, 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 End-to-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
Piscataway, NJ: IEEE Communications Society, 2009. p. 491-496
National Category
Media and Communication Technology
Research subject
Mobile and Pervasive Computing
Identifiers
URN: urn:nbn:se:ltu:diva-28444DOI: 10.1109/MICC.2009.5431557ISI: 000278114300095Scopus ID: 2-s2.0-77952222107Local ID: 23e76b90-6a49-11df-ab16-000ea68e967bISBN: 978-1-4244-5531-7 (print)OAI: oai:DiVA.org:ltu-28444DiVA, id: diva2:1001641
Conference
IEEE Malaysia International Conference on Communications : 15/12/2009 - 17/12/2009
Note
Godkänd; 2010; 20100528 (andbra)Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2018-07-10Bibliographically approved

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Åhlund, Christer

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
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More styles
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  • de-DE
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  • en-US
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  • nn-NB
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  • Other locale
More languages
Output format
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