Weighted scheduled traffic process with asymptotic fractional dynamics

This paper investigates the asymptotic behavior of a weighted scheduled traffic process, an extension of the traditional scheduled traffic model where events are subject to random perturbations and carry variable weights. Under the assumption that the perturbations follow a heavy-tailed distribution, we demonstrate that the appropriately rescaled process converges weakly to a fractional Brownian motion. Applications of this framework span diverse fields such as queueing theory, telecommunications, finance, and healthcare, where the model provides insights into workload accumulation, network traffic variability, and transaction flow dynamics.

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Publication Details

Journal
Chaos An Interdisciplinary Journal of Nonlinear Science
Published
2025-10-01
DOI
https://doi.org/10.1063/5.0294488
Primary Topic
Advanced Queuing Theory Analysis
Type
article
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article

Weighted scheduled traffic process with asymptotic fractional dynamics

Władysław Szczotka, Marcin Magdziarz
Chaos An Interdisciplinary Journal of Nonlinear Science
Advanced Queuing Theory Analysis
article

Weighted scheduled traffic process with asymptotic fractional dynamics

Władysław Szczotka, Marcin Magdziarz
article en

Abstract

This paper investigates the asymptotic behavior of a weighted scheduled traffic process, an extension of the traditional scheduled traffic model where events are subject to random perturbations and carry variable weights. Under the assumption that the perturbations follow a heavy-tailed distribution, we demonstrate that the appropriately rescaled process converges weakly to a fractional Brownian motion. Applications of this framework span diverse fields such as queueing theory, telecommunications, finance, and healthcare, where the model provides insights into workload accumulation, network traffic variability, and transaction flow dynamics.

Chaos An Interdisciplinary Journal of Nonlinear ScienceVol. 35(10)
Wrocław University of Science and Technology (PL), University of Wrocław (PL), Wrocław University of Environmental and Life Sciences (PL)
Openalex Percentile: Top 50%
Advanced Queuing Theory Analysis
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Weighted scheduled traffic process with asymptotic fractional dynamics — Władysław Szczotka, Marcin Magdziarz · Chaos An Interdisciplinary Journal of Nonlinear Science (2025) | TGRS Research Map | TGRS