@inproceedings{6e6a53ec301f4a19b975661b672c456f,
title = "A fast non-linear adaptive algorithm for video traffic prediction",
abstract = "To guarantee quality of service (QoS), the requirements for video transmission such as delay and cell loss rate (CLR) are very stringent. These constraints are difficult to meet if high network utilization is desired. Dynamic bandwidth allocation is thus needed. Video traffic prediction can play an important role in dynamic bandwidth allocation and traffic management in high speed networks. We propose a fast convergent algorithm to predict the variation of I frames, based on which the bandwidth is assigned. The new algorithm can achieve fast convergence and small prediction error.",
keywords = "Adaptive algorithm, Bandwidth, Channel allocation, Convergence, Delay, High-speed networks, Prediction algorithms, Propagation losses, Quality of service, Telecommunication traffic",
author = "Hong Zhao and Nirwan Ansari and Shi, {Yun Q.}",
note = "Publisher Copyright: {\textcopyright} 2002 IEEE.; International Conference on Information Technology: Coding and Computing, ITCC 2002 ; Conference date: 08-04-2002 Through 10-04-2002",
year = "2002",
doi = "10.1109/ITCC.2002.1000359",
language = "English (US)",
series = "Proceedings - International Conference on Information Technology: Coding and Computing, ITCC 2002",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "54--58",
booktitle = "Proceedings - International Conference on Information Technology",
address = "United States",
}