12 citations · 27 across the 10 of their papers we have counts for
5 papers · 1 filter
On the Time Series Length for an Accurate Fractal Analysis in Network Systems
G. Millán
It is well-known that fractal signals appear in many fields of science. LAN and WWW traces, wireless traffic, VBR resources, etc. are among the ones with this behavior in computer…
Preliminaries on the Accurate Estimation of the Hurst Exponent Using Time Series
Ginno Millán, Román Osorio-Comparán, Gastón Lefranc
This article explores the required amount of time series points from a high-speed computer network to accurately estimate the Hurst exponent. The methodology consists in designing…
A Simplified Multifractal Model for Self-Similar Traffic Flows in High-Speed Computer Networks Revisited
G. Millán, G. Lefranc
In the context of the simulations carried out using a simplified multifractal model that is proposed to give an explanation to the locality phenomenon that appears in the estimatio…
Development of Multifractal Models for Self-Similar Traffic Flows
G. Millán, G. Lefranc
This paper presents a simple technique of multifractal traffic modeling. It proposes a method of fitting model to a given traffic trace. A comparison of simulation results obtained…
On the LRD of the Aggregated Traffic Flows in High-Speed Computer Networks
G. Millán
This paper studies and analyses the behavior of the Long-Range Dependence in network traffic after classifying traffic flows in aggregated time series. Following Differentiated Ser…