Efficient generators of the generalized fractional Gaussian noise and Cauchy processes

ME Sousa-Vieira, M Fernández-Veiga - Fractal and Fractional, 2023 - mdpi.com
In the last years of the past century, complex correlation structures were empirically
observed, both in aggregated and individual traffic traces, including long-range …

Study of coded ALOHA with multi-user detection under heavy-tailed and correlated arrivals

ME Sousa-Vieira, M Fernández-Veiga - Future Internet, 2023 - mdpi.com
In this paper, we study via simulation the performance of irregular repetition slotted ALOHA
under multi-packet detection and different patterns of the load process. On the one hand, we …

The M/G/∞ system revisited: finiteness, summability, long range dependence, and reverse engineering

I Eliazar - Queueing Systems, 2007 - Springer
Abstract We explore M/G/∞ systems 'fed'by Poissonian inflows with infinite arrival rates.
Three processes–corresponding to the system's state, workload, and queue-size–are …

Model selection for long-memory processes in the spectral domain

ME Sousa-Vieira, A Suárez-González… - Computer …, 2013 - Elsevier
In this paper, we study a novel empirical criterion for identifying the type of a long-memory
time series. The proposed rule for selecting an underlying model suitable to the data is …

A batch means procedure for mean value estimation of processes exhibiting long range dependence

A Suarez-González, JC López-Ardao… - Proceedings of the …, 2002 - ieeexplore.ieee.org
Mean value estimation of processes exhibiting long range dependence (LRD) requires a
different approach than the techniques applied to those exhibiting short range dependence …

[PDF][PDF] Characterisation and modelling of Internet traffic streams

T Neame - 2003 - Citeseer
Increasing access to data communications is creating sweeping changes around the globe.
More people are using a wider range of services, requiring more data to be transported …

Application of the Whittle estimator to the modeling of traffic based on the M/G/∞ process

ME Sousa, A Suárez, JC López… - IEEE …, 2007 - ieeexplore.ieee.org
Several traffic measurements reports have shown the presence of persistent correlations in
current networ Its. The essence of this behavior can be captured by several classes of …

Fast simulation of self-similar and correlated processes

ME Sousa-Vieira, A Suárez-González… - … and Computers in …, 2010 - Elsevier
Simulations with long-range dependent or self-similar input processes are hindered both by
the slowness of convergence displayed by the output data and by the high computational …

On the discrete-time G/GI/∞ queue

I Eliazar - Probability in the Engineering and Informational …, 2008 - cambridge.org
The discrete-time G/GI/∞ queue model is explored. Jobs arrive to an infinite-server queuing
system following an arbitrary input process X; job sizes are general independent and …

Constructing discrete unbounded distributions with Gaussian-copula dependence and given rank correlation

AN Avramidis - INFORMS Journal on Computing, 2014 - pubsonline.informs.org
A random vector X with given univariate marginals can be obtained by first applying the
normal distribution function to each coordinate of a vector Z of correlated standard normals …