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The Associative Multifractal Process: A Novel Model for Computer Network Traffic Flows (2106.14666v1)
Published 24 Jun 2021 in cs.NI, eess.SP, and physics.soc-ph
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.