54821

Автор(ы): 

Родионов И. В. (ИПУ РАН, Лаборатория 38) НЕАКТУАЛЬНАЯ ЗАПИСЬ

Автор(ов): 

1

Параметры публикации

Тип публикации: 

Доклад

Название: 

On Estimation of Weibull-Tail and Log-Weibull-tail Distributions for Modeling End-to-end Delay

ISBN/ISSN: 

978-3-030-36624-7

DOI: 

10.1007/978-3-030-36625-4_24

Наименование конференции: 

  • 22nd International Conference on Distributed Computer and Communication Networks: Control, Computation, Communications (DCCN-2019, Moscow)

Наименование источника: 

  • Proceedings of the 22nd International Conference on Distributed Computer and Communication Networks: Control, Computation, Communications (DCCN-2019, Moscow)

Обозначение и номер тома: 

V. 1141

Город: 

  • Cham, Switzerland

Издательство: 

  • Springer

Год издания: 

2019

Страницы: 

302-314
Аннотация
We model the distribution tails of the end-to-end delay of services with the help of two-parameter Weibull-tail and log-Weibull-tail distributions. First we discuss the role of the Weibull-tail and log-Weibull-tail distributions in statistics of extremes. Then we propose the statistical procedure based on the largest observations of a sample to decide between these two tail models and to estimate the parameters of the selected model. The proposed procedure allows us to estimate the extreme quantiles from the Weibull-tail and log-Weibull-tail distributions in an unified way. The efficiency of the introduced methods is illustrated on a small simulation study.

Библиографическая ссылка: 

Родионов И.В. On Estimation of Weibull-Tail and Log-Weibull-tail Distributions for Modeling End-to-end Delay / Proceedings of the 22nd International Conference on Distributed Computer and Communication Networks: Control, Computation, Communications (DCCN-2019, Moscow). Cham, Switzerland: Springer, 2019. V. 1141. С. 302-314.