On Modeling Video Traffic from Multiplexed MPEG-4 Videoconference Streams

Aggelos Lazaris, Polychronis Koutsakis, Michael Paterakis

In Proc. of the 6th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking (NEW2AN), St. Petersburg, Russia, May 2006

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Overview

Early work on modeling multiplexed MPEG-4 videoconference traffic with a Discrete Autoregressive model.

Key contributions

Modeling pipeline: MPEG-4 videoconference traces are multiplexed, fitted per frame type, and summarized by a DAR(1) model that is checked against the real multiplexed trace.Modeling pipeline: MPEG-4 videoconference traces are multiplexed, fitted per frame type, and summarized by a DAR(1) model that is checked against the real multiplexed trace.
Modeling pipeline: MPEG-4 videoconference traces are multiplexed, fitted per frame type, and summarized by a DAR(1) model that is checked against the real multiplexed trace.

Abstract

Due to the burstiness of video traffic, video modeling is very important in order to evaluate the performance of future wired and wireless networks. In this paper, we investigate the possibility of modeling this type of traffic with well-known distributions. Our results regarding the behavior of single videoconference traces provide significant insight and help to build a Discrete Autoregressive (DAR(1)) model to capture the behavior of multiplexed MPEG-4 videoconference movies from VBR coders.

Cite this paper

@inproceedings{DBLP:conf/new2an/LazarisKP06,
  author    = {Aggelos Lazaris and
               Polychronis Koutsakis and
               Michael Paterakis},
  title     = {On Modeling Video Traffic from Multiplexed {MPEG-4} Videoconference
               Streams},
  booktitle = {Next Generation Teletraffic and Wired/Wireless Advanced Networking,
               6th International Conference, {NEW2AN} 2006, St. Petersburg, Russia,
               May 29 - June 2, 2006, Proceedings},
  pages     = {46--57},
  year      = {2006},
  crossref  = {DBLP:conf/new2an/2006},
  url       = {https://doi.org/10.1007/11759355\_7},
  doi       = {10.1007/11759355\_7},
  timestamp = {Tue, 14 May 2019 10:00:43 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/new2an/LazarisKP06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}