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

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Abstract

This paper proposes a multifractal model, with the aim of providing a possible explanation for the locality phenomenon that appears in the estimation of the Hurst exponent in stationary second order temporal series representing self-similar traffic flows in current high-speed computer networks. It is shown analytically that this phenomenon occurs if the network flow consists of several components with different Hurst exponents.

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europepmc
last seen: 2026-05-19T01:45:01.086888+00:00
unpaywall
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License: CC-BY-4.0