CONTROLLABLE QUEUING SYSTEM WITH ELASTIC TRAFFIC AND SIGNALS FOR ANALYZING NETWORK SLICING; [УПРАВЛЯЕМАЯ СИСТЕМА МАССОВОГО ОБСЛУЖИВАНИЯ С ЭЛАСТИЧНЫМ ТРАФИКОМ И СИГНАЛАМИ ДЛЯ АНАЛИЗА НАРЕЗКИ РЕСУРСОВ В СЕТИ РАДИОДОСТУПА]

A controllable queuing system with impatient elastic traffic and minimum bit rate guarantee transmission is built to analyze the dynamic network slicing in wireless network. Resource management of allocation between two segments is carried out by controller signal and in the case of an idle resource of one segment and waiting users of another. Depending on the state of the system, a decision is made how to allocate the resource. The decision-making is based on the efficiency indicators of slicing taking into account the resource usage of each of the segments, deviation from the recommended “initial” slicing, and additional signal load from the controller. The corresponding objective control function is proposed and an iterative algorithm for calculating the parameters of the optimal resource allocation policy is applied. © 2022 Federal Research Center "Computer Science and Control" of Russian Academy of Sciences. All rights reserved.

Авторы
Vlaskina A.S. , Burtseva S.A. , Kochetkova I.A. , Shorgin S.Ya.
Издательство
Федеральный исследовательский центр "Информатика и управление" РАН
Номер выпуска
3
Язык
Русский
Страницы
90-96
Статус
Опубликовано
Том
16
Год
2022
Организации
  • 1 Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Str., Moscow, 117198, Russian Federation
  • 2 Federal Research Center “Computer Science and Сontrol”, The Russian Academy of Sciences, 44-2 Vavilov Str., Moscow, 119333, Russian Federation
Ключевые слова
5G; controllable queuing system; elastic traffic; Markov decision process; network slicing
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