Отправить статью по E-mail Analysis of Cumulative Distribution Function of the Response Time in Cloud Computing Systems with Dynamic Scaling
- Авторы: Sopin E.S.1, Gorbunova A.V.1, Gaidamaka Y.V.1, Zaripova E.R.1
-
Учреждения:
- Peoples’ Friendship University of Russia (RUDN University) Applied Probability and Informatics Department
- Выпуск: Том 52, № 1 (2018)
- Страницы: 60-66
- Раздел: Article
- URL: https://journals.rcsi.science/0146-4116/article/view/175453
- DOI: https://doi.org/10.3103/S0146411618010066
- ID: 175453
Цитировать
Открытый доступ
Доступ предоставлен
Только для подписчиков
Аннотация
One of the key performance measures of cloud computing systems is the response time. However, the mean value of this characteristic does not give the full picture of quality of service. Therefore, we derive the cumulative distribution function (CDF) of the response time in terms of Laplace-Stieltjes transform and use it to evaluate moments of the response time. Moreover, we introduce a simplification of the mathematical model that significantly reduces computing complexity for the response time CDF and provide analysis of approximation accuracy of the simplified model.
Ключевые слова
Об авторах
E. Sopin
Peoples’ Friendship University of Russia (RUDN University) Applied Probability and Informatics Department
Автор, ответственный за переписку.
Email: sopin_es@rudn.university
Россия, Moscow, 117198
A. Gorbunova
Peoples’ Friendship University of Russia (RUDN University) Applied Probability and Informatics Department
Email: sopin_es@rudn.university
Россия, Moscow, 117198
Yu. Gaidamaka
Peoples’ Friendship University of Russia (RUDN University) Applied Probability and Informatics Department
Email: sopin_es@rudn.university
Россия, Moscow, 117198
E. Zaripova
Peoples’ Friendship University of Russia (RUDN University) Applied Probability and Informatics Department
Email: sopin_es@rudn.university
Россия, Moscow, 117198
Дополнительные файлы
