Prediction of MPEG-coded video source traffic using recurrent neural networks

Predicting traffic generated by multimedia sources is needed for effective dynamic bandwidth allocation and for multimedia quality-of-service (QoS) control strategies implemented at the network edges. The time-series representing frame or visual object plane (VOP) sizes of an MPEG-coded stream is ex...

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Veröffentlicht in:	IEEE transactions on signal processing 2003-08, Vol.51 (8), p.2177-2190
Hauptverfasser:	Bhattacharya, A., Parlos, A.G., Atiya, A.F.
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Bandwidth Broadcasting. Videocommunications. Audiovisual Channel allocation Communication system traffic control Delay Exact sciences and technology IP networks MPEG 4 Standard Neural networks Operation, maintenance, reliability Organization, operation and development plans Quality of service Radiocommunications Recurrent neural networks Streaming media Systems, networks and services of telecommunications Telecommunication traffic Telecommunications Telecommunications and information theory Teletraffic Videocommunications (networks and services)
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