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https://dx.doi.org/10.48550/ar...
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The Associative Multifractal Process: A Novel Model for Computer Network Traffic Flows

Authors: Román Osorio-Comparán; Gastón Lefranc; Ginno Millán;

The Associative Multifractal Process: A Novel Model for Computer Network Traffic Flows

Abstract

A novel constructive mathematical model based on the multifractal formalism in order to accurately characterizing the localized fluctuations present in the course of traffic flows today high-speed computer networks is presented. The proposed model has the target to analyze self-similar second-order time series representative of traffic flows in terms of their roughness and impulsivity.

Keywords

Networking and Internet Architecture (cs.NI), Signal Processing (eess.SP), FOS: Computer and information sciences, F.2.1; G.2.0, Physics - Physics and Society, G.2.0, FOS: Physical sciences, Physics and Society (physics.soc-ph), Computer Science - Networking and Internet Architecture, 68Q11 (Primary), 94A12 (Secondary), FOS: Electrical engineering, electronic engineering, information engineering, F.2.1, Electrical Engineering and Systems Science - Signal Processing

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green
hybrid