P Seeling, M Reisslein - IEEE Communications Surveys & …, 2011 - ieeexplore.ieee.org
The performance evaluation of video transport mechanisms becomes increasingly important as encoded video accounts for growing portions of the network traffic. Compared to the …
J Bi, X Zhang, H Yuan, J Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Accurate and real-time prediction of network traffic can not only help system operators allocate resources rationally according to their actual business needs but also help them …
J Beran, Y Feng, S Ghosh, R Kulik - Long-Mem. Process, 2013 - Springer
Long-memory, or more generally fractal, processes are known to play an important role in many scientific disciplines and applied fields such as physics, geophysics, hydrology …
FS Samaria, AC Harter - Proceedings of 1994 IEEE workshop …, 1994 - ieeexplore.ieee.org
Recent work on face identification using continuous density Hidden Markov Models (HMMs) has shown that stochastic modelling can be used successfully to encode feature information …
C Qiao, M Yoo - Journal of high speed networks, 1999 - content.iospress.com
To support bursty traffic on the Internet (and especially WWW) efficiently, optical burst switching (OBS) is proposed as a way to streamline both protocols and hardware in building …
P Abry, D Veitch - IEEE transactions on information theory, 1998 - ieeexplore.ieee.org
A wavelet-based tool for the analysis of long-range dependence and a related semi- parametric estimator of the Hurst parameter is introduced. The estimator is shown to be …
The recent discovery of scaling phenomena in modern communication networks involving self-similarity or fractals and power-law or heavy-tailed distributions is yet another realization …
The NARX network is a dynamical neural architecture commonly used for input–output modeling of nonlinear dynamical systems. When applied to time series prediction, the NARX …
Network calculus is a theory dealing with queuing systems found in computer networks. Its focus is on performance guarantees. Central to the theory is the use of alternate algebras …