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Título del libro: 2021 Ieee Chilean Conference On Electrical, Electronics Engineering, Information And Communication Technologies, Chilecon 2021
Título del capítulo: The associative multifractal process: A new model for computer network traffic flows

Autores UNAM:
ROMAN VICTORIANO OSORIO COMPARAN; VICTOR MANUEL LOMAS BARRIE;
Autores externos:

Idioma:

Año de publicación:
2021
Palabras clave:

Computer networks; Fractals; Time series analysis; Associativity; High speed computer networks; Multifractal formalism; Multifractal process; Second orders; Self-similar; Self-similar second-order time series; Time-series analysis; Times series; Traffic flow; Convolution


Resumen:

A novel constructive mathematical model based on multifractal formalism in order to accurately characterizing the localized fluctuations present in the course of the traffic flows of today high-speed computer networks is presented. The proposed model would permit to analyze of self-similar second-order time series traffic flows, treating them as multifractal time series and representing total flows as the association of these series in terms of their convolution. © 2021 IEEE.


Entidades citadas de la UNAM: