A PREDICTIVE MULTI-CHANNEL MBAC TECHNIQUE FOR ON-LINE VIDEO STREAMING

Pietro Camarda, Cataldo Guaragnella, Domenico Striccoli

2006

Abstract

A measurement based admission control predictive technique is introduced for on line streaming systems exploiting the GOP length demultiplexing of the aggregate bit stream in conjunction with a linear predictive algorithm. Due to the long latency of the statistical aggregate, the predictive technique is able to predict the bit rate over about two seconds of time. The prediction information is used in an admission control system to estimate the bit rate and the margin with respect to the channel capacity in the proposed streaming system. These measures have been used to estimate the overflow probability in a general aggregate situation. Tests conducted over real video sequences confirm the feasibility of the proposed technique.

References

  1. Garrett,M.W., Willinger,W., 1994. Analysis, Modeling and Generation of Self-Similar VBR Video Traffic. ACM Computer Communications Review. Vol.24, N.4, pp.269-280.
  2. Crovella,M., Bestavros,A., 1996. Self_Similarity inWorld Wide Web Traffic: Evidence and Possible Causes. In ACM Sigmetrics 7896.
  3. Floyd,S., 1996. Comments on Measurement-based Admission Control for Controlled Load Service. Technical report. Lawrence Berkeley Laboratory.
  4. Jamin,S., Shenker,S., Danzing,P., 1997. Comparison of Measurement-based Admission Control Algorithms for Controlled Load service. In INFOCOM 7897.
  5. Jamin,S., Shenker,S., Danzing,P., Zang,L., 1997. A Measurement-based Admission Control for Integrated Service Packet Networks. ACM/IEEE Transaction on Networking, N.5, pp.56-70.
  6. Casetti,C., Kurose, J., Towsley, D., 1996. Adaptive Algorithm for MBAC in Integrated Services Packet Networks. In Protocols High Speed Networks Workshop.
  7. Grossglauser,M., Tse,D., 1999. A Framework for Robust Measurement Based Admission Control. IEEE ACM Transaction on Networking, Vol .7, N.3, pp.293-309.
  8. Grossglauser,M., Tse,D., 2003. A Time-Scale Decomposition Approach to Measurement-Based Admission Control. IEEE/ACM Transaction on Networking, Vol.11, N.4, pp.550-563.
  9. Salehi, J.D., Zhang, Z.L., Kurose, J., Towsley, D., 1998. Supporting Stored Vieo: Reducing Rate Variability and End-to-End Resource Requirements through Optimal Smoothing. IEEE/ACM Transactions on Networking, Vol.6, N.4, pp.397-410.
  10. Shanmugan, K. S., Breipohl, A.M., 1988. Random Signals - Detection, Estimation and Data Analysis. John Wiley and Sons. New York.
  11. Proakis, J.G., Manolakis, D.G., 1996. Digital Signal Processing - Principles, Algorithms and Aplications. Prentice Hall, Third Edition.
Download


Paper Citation


in Harvard Style

Camarda P., Guaragnella C. and Striccoli D. (2006). A PREDICTIVE MULTI-CHANNEL MBAC TECHNIQUE FOR ON-LINE VIDEO STREAMING . In Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2006) ISBN 978-972-8865-64-1, pages 25-32. DOI: 10.5220/0001568300250032


in Bibtex Style

@conference{sigmap06,
author={Pietro Camarda and Cataldo Guaragnella and Domenico Striccoli},
title={A PREDICTIVE MULTI-CHANNEL MBAC TECHNIQUE FOR ON-LINE VIDEO STREAMING},
booktitle={Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2006)},
year={2006},
pages={25-32},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001568300250032},
isbn={978-972-8865-64-1},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2006)
TI - A PREDICTIVE MULTI-CHANNEL MBAC TECHNIQUE FOR ON-LINE VIDEO STREAMING
SN - 978-972-8865-64-1
AU - Camarda P.
AU - Guaragnella C.
AU - Striccoli D.
PY - 2006
SP - 25
EP - 32
DO - 10.5220/0001568300250032