Matches in SemOpenAlex for { <https://semopenalex.org/work/W3013480147> ?p ?o ?g. }
- W3013480147 endingPage "1651" @default.
- W3013480147 startingPage "1640" @default.
- W3013480147 abstract "An intelligent software defined network (ISDN) based on an intelligent controller can manage and control the network in a remarkable way. In this article, a methodology is proposed to estimate the packet flow at the sensing plane in the software defined network-Internet of Things based on a partial recurrent spike neural network (PRSNN) congestion controller, to predict the next step ahead of packet flow and thus, reduce the congestion that may occur. That is, the proposed model (spike ISDN-IoT) is enhanced with a congestion controller. This controller works as a proactive controller in the proposed model. In addition, we propose another intelligent clustering controller based on an artificial neural network, which operates as a reactive controller, to manage the clustering in the sensing area of the spike ISDN-IoT. Hence, an intelligent queuing model is introduced to manage the flow table buffer capacity of the spike ISDN-IoT network, such that the quality of service (QoS) of the whole network is improved. A modified training algorithm is introduced to train the PRSNN to adjust its weight and threshold. The simulation results demonstrate that the QoS is improved by (14.36%) when using the proposed model as compared with a convolutional neural network." @default.
- W3013480147 created "2020-04-03" @default.
- W3013480147 creator A5036588740 @default.
- W3013480147 creator A5064802105 @default.
- W3013480147 date "2021-06-01" @default.
- W3013480147 modified "2023-10-17" @default.
- W3013480147 title "Intelligent Traffic Management and Load Balance Based on Spike ISDN-IoT" @default.
- W3013480147 cites W2513853720 @default.
- W3013480147 cites W2550253635 @default.
- W3013480147 cites W2551582617 @default.
- W3013480147 cites W2768866304 @default.
- W3013480147 cites W2773922973 @default.
- W3013480147 cites W2792432942 @default.
- W3013480147 cites W2794295488 @default.
- W3013480147 cites W2798878556 @default.
- W3013480147 cites W2803418695 @default.
- W3013480147 cites W2805265729 @default.
- W3013480147 cites W2809287668 @default.
- W3013480147 cites W2891388911 @default.
- W3013480147 cites W2891768968 @default.
- W3013480147 cites W2891991302 @default.
- W3013480147 cites W2896235627 @default.
- W3013480147 cites W2898231005 @default.
- W3013480147 cites W2899154372 @default.
- W3013480147 cites W2902608779 @default.
- W3013480147 cites W2905149963 @default.
- W3013480147 cites W2906003682 @default.
- W3013480147 cites W2906901127 @default.
- W3013480147 cites W2907970180 @default.
- W3013480147 cites W2911471242 @default.
- W3013480147 cites W2911773587 @default.
- W3013480147 cites W2914149227 @default.
- W3013480147 cites W2915905517 @default.
- W3013480147 cites W2917932334 @default.
- W3013480147 cites W2925217404 @default.
- W3013480147 cites W3013668166 @default.
- W3013480147 cites W2896163523 @default.
- W3013480147 doi "https://doi.org/10.1109/jsyst.2020.2996185" @default.
- W3013480147 hasPublicationYear "2021" @default.
- W3013480147 type Work @default.
- W3013480147 sameAs 3013480147 @default.
- W3013480147 citedByCount "8" @default.
- W3013480147 countsByYear W30134801472021 @default.
- W3013480147 countsByYear W30134801472022 @default.
- W3013480147 countsByYear W30134801472023 @default.
- W3013480147 crossrefType "journal-article" @default.
- W3013480147 hasAuthorship W3013480147A5036588740 @default.
- W3013480147 hasAuthorship W3013480147A5064802105 @default.
- W3013480147 hasBestOaLocation W30134801472 @default.
- W3013480147 hasConcept C120314980 @default.
- W3013480147 hasConcept C129763632 @default.
- W3013480147 hasConcept C154945302 @default.
- W3013480147 hasConcept C158379750 @default.
- W3013480147 hasConcept C171659815 @default.
- W3013480147 hasConcept C195563490 @default.
- W3013480147 hasConcept C201100257 @default.
- W3013480147 hasConcept C203479927 @default.
- W3013480147 hasConcept C31258907 @default.
- W3013480147 hasConcept C41008148 @default.
- W3013480147 hasConcept C50644808 @default.
- W3013480147 hasConcept C5119721 @default.
- W3013480147 hasConcept C51675839 @default.
- W3013480147 hasConcept C536894130 @default.
- W3013480147 hasConcept C54108766 @default.
- W3013480147 hasConcept C6557445 @default.
- W3013480147 hasConcept C73555534 @default.
- W3013480147 hasConcept C77270119 @default.
- W3013480147 hasConcept C79403827 @default.
- W3013480147 hasConcept C86803240 @default.
- W3013480147 hasConceptScore W3013480147C120314980 @default.
- W3013480147 hasConceptScore W3013480147C129763632 @default.
- W3013480147 hasConceptScore W3013480147C154945302 @default.
- W3013480147 hasConceptScore W3013480147C158379750 @default.
- W3013480147 hasConceptScore W3013480147C171659815 @default.
- W3013480147 hasConceptScore W3013480147C195563490 @default.
- W3013480147 hasConceptScore W3013480147C201100257 @default.
- W3013480147 hasConceptScore W3013480147C203479927 @default.
- W3013480147 hasConceptScore W3013480147C31258907 @default.
- W3013480147 hasConceptScore W3013480147C41008148 @default.
- W3013480147 hasConceptScore W3013480147C50644808 @default.
- W3013480147 hasConceptScore W3013480147C5119721 @default.
- W3013480147 hasConceptScore W3013480147C51675839 @default.
- W3013480147 hasConceptScore W3013480147C536894130 @default.
- W3013480147 hasConceptScore W3013480147C54108766 @default.
- W3013480147 hasConceptScore W3013480147C6557445 @default.
- W3013480147 hasConceptScore W3013480147C73555534 @default.
- W3013480147 hasConceptScore W3013480147C77270119 @default.
- W3013480147 hasConceptScore W3013480147C79403827 @default.
- W3013480147 hasConceptScore W3013480147C86803240 @default.
- W3013480147 hasFunder F4320310603 @default.
- W3013480147 hasFunder F4320312072 @default.
- W3013480147 hasIssue "2" @default.
- W3013480147 hasLocation W30134801471 @default.
- W3013480147 hasLocation W30134801472 @default.
- W3013480147 hasLocation W30134801473 @default.
- W3013480147 hasOpenAccess W3013480147 @default.
- W3013480147 hasPrimaryLocation W30134801471 @default.
- W3013480147 hasRelatedWork W1554804173 @default.