Neural Network Algorithms for Multi Step Ahead Prediction
@inproceedings{Pilka2012NeuralNA, title={Neural Network Algorithms for Multi Step Ahead Prediction}, author={F. Pilka and M. Oravec}, year={2012} }
Multimedia services became a major part of the internet network traffic. The bursty characteristics of the video traffic, produced by applications like video on demand, video broadcasting or videoconferencing, make it difficult to fulfill the Quality of Service (QoS) of the multimedia applications. Therefore it is important to utilize congestion control procedures. One of the procedures used to fulfill the QoS are traffic prediction and dynamic bandwidth allocation. Neural networks belong to… CONTINUE READING
Figures and Topics from this paper
One Citation
Modeling of self-similar network traffic using artificial neural networks
- Computer Science
- 2014 4th International Conference on Computer and Knowledge Engineering (ICCKE)
- 2014
- 5
- PDF
References
SHOWING 1-10 OF 16 REFERENCES
Prediction of MPEG-coded video source traffic using recurrent neural networks
- Computer Science
- IEEE Trans. Signal Process.
- 2003
- 70
- PDF
Real-Time VBR Video Traffic Prediction for Dynamic Bandwidth Allocation
- Computer Science
- IEEE Trans. Syst. Man Cybern. Part C
- 2004
- 68
On recurrent neural networks for auto-similar traffic prediction: A performance evaluation
- Computer Science
- 2006 International Telecommunications Symposium
- 2006
- 9
- Highly Influential
Network performance evaluation using frame size and quality traces of single-layer and two-layer video: A tutorial
- Computer Science
- IEEE Communications Surveys & Tutorials
- 2004
- 345
- PDF
Predicting service request in support centers based on nonlinear dynamics, ARMA modeling and neural networks
- Computer Science
- Expert Syst. Appl.
- 2008
- 41
- PDF
Single-Step Prediction of Chaotic Time Series Using Wavelet-Networks
- Mathematics
- Electronics, Robotics and Automotive Mechanics Conference (CERMA'06)
- 2006
- 21