Bayesian traffic dynamics and packet loss prediction for video over IP networks

Multimedia Systems

Volumn 11, Issue 5, 2006, Pages 468-479

  Backhouse, Andrew ^a   Gu, Irene Y H ^a,b  

^a CHALMERS UNIVERSITY OF TECHNOLOGY   (Sweden)

^b Chalmers University of Technology ^*  (Sweden)

Author keywords

Bayes estimation; IP Network modeling; Network adaptive video coding; Packet delay; Packet loss prediction

Indexed keywords

BAYES ESTIMATION; IP NETWORK MODELING; NETWORK-ADAPTIVE VIDEO CODING; PACKET DELAY; PACKET LOSS PREDICTION;

COMPUTER SIMULATION; CONGESTION CONTROL (COMMUNICATION); IMAGE QUALITY; INTERNET; PROBABILITY DISTRIBUTIONS; TELECOMMUNICATION TRAFFIC;

PACKET NETWORKS;

EID: 33744943243     PISSN: 09424962     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00530-006-0016-2     Document Type: Conference Paper

References (17)

1. Philip, A. Chou, Zhourong, Miao: Rate-distortion optimized streaming of packetized media. Microsoft Research Technical Report MSR-TR-2001-35 (2001).
2. Sehgal, A., Chou, P.: Cost-distortion optimized caching of streaming media. In: International Conference on Acoustics, Speech, and Signal Processing (2002)
3. Maya Yajnik, Sue B. Moon, James F. Kurose, Donald F. Towsley: Measurement and modeling of the temporal dependence in packet loss. INFOCOM 1, 345-352 (1999)
4. Chu-Sing Yang, Yih-Ching Su, Chen-Wei Lee: The analysis of packet loss prediction for gilbert-model with loss rate uplink. In: ICDCSW (2003)
5. Lawrence, S. Brakmo, Larry L. Peterson: TCP vegas: End to end congestion avoidance on a global internet. IEEE J. Selected Areas Commun. 13(8), 1465-1480 (1995)
6. Ribeiro, V., Coates, M., Riedi, R., Sarvotham, S., Hendricks, B., Baraniuk, R.: Multifractal Cross-Traffic Estimation. In: ITC Conference on IP Traffic, Modeling and Management. Monterey, CA (2000)
7. Ahlgren, B., Bjorkman, M., Melander, B.: Network probing using packet trains. In: Global Internet Symposium (1999)
8. Jun Liu, Mark Crovella: Using loss pairs to discover network properties. In: ACM SIGCOMM Internet Measurement Workshop 2001. San Francisco, CA, ACM SIGCOMM, November (2001)
9. Vern Paxson, Sally Floyd: Wide area traffic: the failure of Poisson modeling. IEEE/ACM Trans. Networking 3(3), 226-244 (1995)
10. Abry, P., Veitch, D.: Wavelet analysis of long-range-dependent traffic. IEEE Trans. Info. Theory 44(1), 2-15 (1998)
11. Thomas Karagiannis Mart: A nonstationary poisson view of internet traffic. IEEE Infocom (2004)
12. Chan, W.C., Lu, T.-C., Chen, R.-J.: Pollaczek-khinchin formula for the m/g/1 queue in discrete time with vacations. In: Computers and Digital Techniques, IEEE Proceedings, pp. 222-226 (1997)
13. Riedi, R.H., Crouse, M.S., Ribeiro, V.J., Baraniuk, R.G.: A multifractal wavelet model with application to network traffic. IEEE Trans. Info. Theory 45(4), 992-1018 (1999)
14. Mood, A.M.: Introduction to the Theory of Statistics. McGraw-Hill Education, Columbus, OH (1974)
15. Ribeiro, V., Baraniuk, R., Riedi, R.: Wavelets and multifractals for network traffic modeling and inference. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Salt Lake City, UT (2001)
16. Neame, T., Zukerman, M., Addie, R.: Application of the m/pareto process to modeling broadband traffic streams. In: Proceedings of ICON (1999)
17. Andrew Backhouse, Irene Y.H. Gu: Error-resilient packet video coding using harmonic frame-expansions and temporal prediction. In: IEEE International conference on Image Processing (2005)