Optimization of queueing model with server heating and cooling

The operation of many real-world systems, e.g., servers of data centers, is accompanied by the heating of a server. Correspondingly, certain cooling mechanisms are used. If the server becomes overheated, it interrupts processing of customers and needs to be cooled. A customer is lost when its service is interrupted. To prevent overheating and reduce the customer loss probability, we suggest temporal termination of service of new customers when the temperature of the server reaches the predefined threshold value. Service is resumed after the temperature drops below another threshold value. The problem of optimal choice of the thresholds (with respect to the chosen economical criterion) is numerically solved under quite general assumptions about the parameters of the system (Markovian arrival process, phase-type distribution of service time, and accounting for customers impatience). Numerical examples are presented. © 2019 by the authors.

Авторы
Dudina O. 1, 2 , Dudin A. 1, 2
Журнал
Издательство
MDPI AG
Номер выпуска
9
Язык
Английский
Страницы
768
Статус
Опубликовано
Том
7
Год
2019
Организации
  • 1 Department of Applied Mathematics and Computer Science, Belarusian State University, 4, Nezavisimosti Ave., Minsk, 220030, Belarus
  • 2 Applied Mathematics and Comminications Technology Institute, Peoples' Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya St, Moscow, 117198, Russian Federation
Ключевые слова
Impatience; Markovian arrival process; Phase-type service time distribution; Processor heating and cooling
Дата создания
24.12.2019
Дата изменения
25.05.2021
Постоянная ссылка
https://repository.rudn.ru/ru/records/article/record/55051/
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