Convergence bounds for limited processor sharing queue with impatience for analyzing non-stationary file transfer in wireless network

The data transmission in wireless networks is usually analyzed under the assumption of non-stationary rates. Nevertheless, they strictly depend on the time of day, that is, the intensity of arrival and daily workload profiles confirm this fact. In this article, we consider the process of downloading a file within a single network segment and unsteady speeds—for arrivals, file sizes, and losses due to impatience. To simulate the scenario, a queuing system with elastic traffic with non-stationary intensity is used. Formulas are given for the main characteristics of the model: the probability of blocking a new user, the average number of users in service, and the queue. A method for calculating the boundaries of convergence of the model is proposed, which is based on the logarithmic norm of linear operators. The boundaries of the rate of convergence of the main limiting characteristics of the queue length process were also established. For clarity of the influence of the parameters, a numerical analysis was carried out and presented. © 2021 by the authors. Licensee MDPI, Basel, Switzerland.

Авторы
Kochetkova I. 1, 2 , Satin Y.3 , Kovalev I.3 , Makeeva E. 1 , Chursin A. 1 , Zeifman A. 2, 3
Журнал
Издательство
MDPI AG
Номер выпуска
1
Язык
Английский
Статус
Опубликовано
Номер
30
Том
10
Год
2022
Организации
  • 1 Applied Probability and Informatics Department, Peoples’ Friendship, University of Russia (RUDN University), 6 Miklukho-Maklaya St, Moscow, 117198, Russian Federation
  • 2 Institute of Informatics Problems, Federal Research Center “Computer Sciences and Control” of the Russian Academy of Sciences, 44-2 Vavilova St, Moscow, 119333, Russian Federation
  • 3 Department of Applied Mathematics, Vologda State University, Lenina 15, Vologda, 160000, Russian Federation
Ключевые слова
Blocking probability; Bounds on the rate of convergence; Convergence analysis; Daily traffic profile; Elastic traffic; File transfer; Inpatient claim; Non-stationary intensity; Queuing system; Wireless network
Дата создания
06.07.2022
Дата изменения
06.07.2022
Постоянная ссылка
https://repository.rudn.ru/ru/records/article/record/84341/
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