Please use this identifier to cite or link to this item: https://dspace.upt.ro/xmlui/handle/123456789/7257
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dc.contributor.authorShajahan, B.-
dc.contributor.authorAlavandar, Srinivasan-
dc.date.accessioned2025-02-21T09:14:41Z-
dc.date.available2025-02-21T09:14:41Z-
dc.date.issued2018-
dc.identifier.citationShajahan,B.; Alavandar,Srinivasan. ANN Based Intelligent Congestion Controller for High Speed Computer Networks. Timişoara: Editura Politehnica, 2018.en_US
dc.identifier.issn1582-4594-
dc.identifier.urihttps://dspace.upt.ro/xmlui/handle/123456789/7257-
dc.description.abstractThis paper presents a controller design based on artificial neural networks for the avoidance of congestion in computer networks. The quality of service of networks is not guaranteed by conventional controller, due to the presence of non-linearity and uncertain characteristics. The controller designed with ANN doesn’t require higher model accuracy. The ANN- controller is designed with multilayer neural network mainly to deal with the outgoing data packets, dropped data packets on the bottleneck with constant link capacity, variable link capacity, and variable link delay and with the specified number of transmitted interests, bottleneck band width, and bottleneck delay for a particular interval from various consumers. Around 1 to 6000 interest packets per second have been given and the analytical results for this controller are presented and they are compared with various training algorithms. The results show that the controller designed with artificial neural network is robust, provides faster response and tackles new parameters very well particularly TCP (Transmission Control Protocol) session and round trip time.en_US
dc.language.isoenen_US
dc.publisherTimișoara : Editura Politehnicaen_US
dc.relation.ispartofseriesJournal of Electrical Engineering;Vol 18 No 3-
dc.subjectCongestion controlen_US
dc.subjectArtificial neural networken_US
dc.subjectQuality of serviceen_US
dc.subjectPacket lossen_US
dc.subjectQueue lengthen_US
dc.titleANN Based Intelligent Congestion Controller for High Speed Computer Networks [articol]en_US
dc.typeArticleen_US
Appears in Collections:Articole științifice/Scientific articles

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