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dc.contributor.authorLin, W.
dc.contributor.authorWong, A.
dc.contributor.authorDillon, Tharam S.
dc.contributor.editorXiangjian He
dc.contributor.editorTom Hintz
dc.contributor.editorMassimo Piccardi
dc.contributor.editorQiang Wu
dc.contributor.editorMaolin Huang
dc.contributor.editorDavid Tien
dc.date.accessioned2017-01-30T15:25:46Z
dc.date.available2017-01-30T15:25:46Z
dc.date.created2015-09-29T01:51:41Z
dc.date.issued2005
dc.identifier.citationLin, W. and Wong, A. and Dillon, T.S. 2005. A novel traffic independent NNC for dynamic buffer tuning to shorten the RTT of a TCP channel, in Xiangjian He, Tom Hintz, Massimo Piccardi, Qiang Wu, Maolin Huang and David Tien (ed), Third International Conference on Information Technology and Applications (ICITA'05) Volume 2, Jul 4 2005, pp. 647-652. Sydney, Australia: IEEE.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/46217
dc.description.abstract

The proposed neural network controller (NNC) is for user/server level dynamic buffer tuning. It eliminates overflow by making the buffer length always cover the queue length adaptively on the fly. The NNC and the AQM (active queue management) mechanism(s) at the system/router level together form a unified buffer overflow prevention solution for the TCP channels. The NNC provides the following advantages: a) it prevents the AQM resources dished out already at the system level from being wasted, b) it shortens the service roundtrip time (RTT) by eliminating the chance of retransmission due to user-level overflow, and c) it alleviates network congestion. The NNC operates by the {0,/spl Delta/}/sup 2/ objective function and the principle is to maintain the given /spl Delta/ safety margin about the reference point symbolically represented by the "0" in {0,/spl Delta/}/sup 2/. The NNC stability and precision are traffic pattern independent for its statistical nature. This independence makes the NNC immensely suitable for Internet applications because Internet traffic can be LRD (long-range dependence), SRD (short-range dependence) or multifractal, and switch suddenly.

dc.publisherIEEE
dc.relation.urihttp://doi.ieeecomputersociety.org/10.1109/ICITA.2005.39
dc.subjectactive queue management
dc.subjectbuffer overflow
dc.subjectNeural Network Controller
dc.subjectdynamic buffer tuning
dc.subjecttraffic pattern independent
dc.subjectPIDC
dc.titleA novel traffic independent NNC for dynamic buffer tuning to shorten the RTT of a TCP channel
dc.typeConference Paper
dcterms.source.startPage647
dcterms.source.endPage652
dcterms.source.titleProceedings of third international conference on information technology and applications (ICITA'05)
dcterms.source.seriesProceedings of third international conference on information technology and applications (ICITA'05)
dcterms.source.isbn0769523161
dcterms.source.conferenceThird International Conference on Information Technology and Applications (ICITA'05) Volume 2
dcterms.source.conference-start-dateJul 4 2005
dcterms.source.conferencelocationSydney, Australia
dcterms.source.placePiscataway, NJ, USA
curtin.accessStatusFulltext not available


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