1943

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Доклад

Название: 

Bivariate Statistical Analysis of TCP-Flow Sizes and Durations

Наименование конференции: 

  • Stochastic Performance Models for Resource Allocation in Communication Systems

Город: 

  • Amsterdam

Издательство: 

  • CWI

Год издания: 

2006

Страницы: 

47-50
Аннотация
This paper is devoted to the nonparametric analysis of heavy-tailedbivariate data. The TCP-flow sizes and durationsmeasured from the mobile network of the Finnish operator Elisa areinvestigated.The rough methods to detect heaviness of tails from \cite{Embr} and\cite{MarkKrieg-2006b}are applied and it isshown that both flow sizes and durations are heavy-tailed.A model of bivariate distribution of two random variables, TCP flowsizes and durations, is estimated by nonparametric methods. For thispurpose, the Pickands dependence function is estimated from theempirical sample of the observed pairs. Furthermore, therespective bivariate quantile plot is constructed.

Библиографическая ссылка: 

Маркович Н.М., Kilpi J. Bivariate Statistical Analysis of TCP-Flow Sizes and Durations / . Amsterdam: CWI, 2006. С. 47-50.