A Simple Multifractal Model for Self-Similar Traffic Flows in High-Speed Computer Networks

Ginno Millán

doi:10.20944/preprints202103.0299.v1

Submitted:

09 March 2021

Posted:

11 March 2021

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A Simple Multifractal Model for Self-Similar Traffic Flows in High-Speed Computer Networks

Ginno Millán^*

Submitted:

09 March 2021

Posted:

11 March 2021

Read the latest preprint version here

Abstract

This paper presents a simple and fast technique of multifractal traffic modeling. It proposes a method of fitting model to a given traffic trace. A comparison of simulation results obtained for an exemplary trace, multifractal model and Markov Modulated Poisson Process models has been performed.

Keywords:

Markov Modulated Poisson Process

;

Multifractals

;

Self-similarity

;

Traffic modeling

Subject:

Computer Science and Mathematics - Algebra and Number Theory

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