Fuzzy control of Active Queue Management for bursty traffic in heterogeneous networks
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 q...
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| creator | Rahmani, R. Kanter, T. Ahlund, C. |
| description | 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. |
| doi_str_mv | 10.1109/MICC.2009.5431557 |
| format | Conference Proceeding |
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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.</description><subject>Active Queue Management (AQM)</subject><subject>Adaptive control</subject><subject>bursty traffic</subject><subject>Communication system traffic control</subject><subject>Computer science</subject><subject>Congestion control</subject><subject>Control systems</subject><subject>Datavetenskap</subject><subject>Delay</subject><subject>Distribuerade datorsystem</subject><subject>Fuzzy control</subject><subject>Fuzzy logic</subject><subject>Fuzzy systems</subject><subject>Heterogenous Networks</subject><subject>Information technology</subject><subject>Informationsteknik</subject><subject>Internet</subject><subject>Mobile and Pervasive Computing</subject><subject>Programmable control</subject><subject>TECHNOLOGY</subject><subject>TEKNIKVETENSKAP</subject><subject>Telecommunication traffic</subject><subject>Traffic control</subject><isbn>9781424455317</isbn><isbn>1424455316</isbn><isbn>9781424455324</isbn><isbn>1424455324</isbn><isbn>1424455332</isbn><isbn>9781424455324</isbn><isbn>1424455324</isbn><isbn>9781424455331</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2009</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNqN0NtKAzEQBuCIFLS1DyDe5AFszXGzuSzrqdAignq7ZLeTGm03JZtY2qd3pdVrr2YGPv4fBqFLSsaUEn0znxbFmBGix1JwKqU6QX0qmBBScs5O0VCr_Pemqof6P1ZTwiU7Q8O2_SCEUJVljPNz9Hqf9vsdrn0Tg19hb_Gkju4L8HOCBHhuGrOENTQRWx9wlUIbdzgGY62rsWvwO0QIfgkN-NTiBuLWh8_2AvWsWbUwPM5B13P3UjyOZk8P02IyGzkmdBxprQAqbfJFLiQnueXCqkx2i5WZqQ21uaxMpYg0TJFMytqaHITQUuQVXRg-QNeH3HYLm1SVm-DWJuxKb1x5694mpQ_Lcu1SU2rdNfyLr2IqWS6E6PjVgTsA-MPHp_NvoRV09A</recordid><startdate>200912</startdate><enddate>200912</enddate><creator>Rahmani, R.</creator><creator>Kanter, T.</creator><creator>Ahlund, C.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope><scope>ADTPV</scope><scope>BNKNJ</scope><scope>DG5</scope></search><sort><creationdate>200912</creationdate><title>Fuzzy control of Active Queue Management for bursty traffic in heterogeneous networks</title><author>Rahmani, R. ; Kanter, T. ; Ahlund, C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i249t-997eeb9a8d845308f34f76508ff56aca1f85bab705a270655cfa8e449548b1da3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Active Queue Management (AQM)</topic><topic>Adaptive control</topic><topic>bursty traffic</topic><topic>Communication system traffic control</topic><topic>Computer science</topic><topic>Congestion control</topic><topic>Control systems</topic><topic>Datavetenskap</topic><topic>Delay</topic><topic>Distribuerade datorsystem</topic><topic>Fuzzy control</topic><topic>Fuzzy logic</topic><topic>Fuzzy systems</topic><topic>Heterogenous Networks</topic><topic>Information technology</topic><topic>Informationsteknik</topic><topic>Internet</topic><topic>Mobile and Pervasive Computing</topic><topic>Programmable control</topic><topic>TECHNOLOGY</topic><topic>TEKNIKVETENSKAP</topic><topic>Telecommunication traffic</topic><topic>Traffic control</topic><toplevel>online_resources</toplevel><creatorcontrib>Rahmani, R.</creatorcontrib><creatorcontrib>Kanter, T.</creatorcontrib><creatorcontrib>Ahlund, C.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection><collection>SwePub</collection><collection>SwePub Conference</collection><collection>SWEPUB Mittuniversitetet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Rahmani, R.</au><au>Kanter, T.</au><au>Ahlund, C.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Fuzzy control of Active Queue Management for bursty traffic in heterogeneous networks</atitle><btitle>2009 IEEE 9th Malaysia International Conference on Communications</btitle><stitle>MICC</stitle><date>2009-12</date><risdate>2009</risdate><spage>491</spage><epage>496</epage><pages>491-496</pages><isbn>9781424455317</isbn><isbn>1424455316</isbn><isbn>9781424455324</isbn><isbn>1424455324</isbn><eisbn>1424455332</eisbn><eisbn>9781424455324</eisbn><eisbn>1424455324</eisbn><eisbn>9781424455331</eisbn><abstract>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.</abstract><pub>IEEE</pub><doi>10.1109/MICC.2009.5431557</doi><tpages>6</tpages></addata></record> |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Active Queue Management (AQM) Adaptive control bursty traffic Communication system traffic control Computer science Congestion control Control systems Datavetenskap Delay Distribuerade datorsystem Fuzzy control Fuzzy logic Fuzzy systems Heterogenous Networks Information technology Informationsteknik Internet Mobile and Pervasive Computing Programmable control TECHNOLOGY TEKNIKVETENSKAP Telecommunication traffic Traffic control |
| title | Fuzzy control of Active Queue Management for bursty traffic in heterogeneous networks |
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