Estimation of a Heavy-Tailed Weibull-Pareto Distribution and Its Application to QoE Modeling

被引：1

作者：

Krieger, Udo R. ^{[1
]}

Markovich, Natalia M. ^{[2
]}

机构：

[1] Otto Friedrich Univ, Fak WIAI, Weberei 5, D-96047 Bamberg, Germany

[2] Russian Acad Sci, VA Trapeznikov Inst Control Sci, Profsoyuznaya Str 65, Moscow 117997, Russia

来源：

DISTRIBUTED COMPUTER AND COMMUNICATION NETWORKS (DCCN 2018) | 2018年 / 919卷

关键词：

Heavy-tailed distributions; Weibull-pareto distribution; Weibull-TX class; QoE modeling; BURR-XII SYSTEM; MIXTURES;

D O I：

10.1007/978-3-319-99447-5_3

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

We model the end-to-end delay of advanced services in the Internet by means of a heavy-tailed Weibull-Pareto distribution (WPD). First we summarize the structural properties of the three-parameter WPD class and indicate its relation to the general Weibull-TX class. Then we present an effective estimation scheme to compute the parameters of a WPD distribution by a finite sample. Finally we show how a WPD distribution can be applied to determine the relevant QoE performance metric MOS of end-to-end delay dependent services in the Internet.

引用

页码：21 / 30

页数：10

共 35 条

[1] The Exponentiated Weibull-Pareto Distribution with Application [J].

Afify, Ahmed Z. ;

Yousof, Haitham M. ;

Hamedani, G. G. ;

Aryal, Gokarna R. .

JOURNAL OF STATISTICAL THEORY AND APPLICATIONS, 2016, 15 (04) :326-344

[2] The Exponentiated Weibull-Pareto Distribution with Application [J].

Ahmed Z. Afify ;

Haitham M. Yousof ;

G. G. Hamedani ;

Gokarna R. Aryal .

Journal of Statistical Theory and Applications, 2016, 15 (4) :326-344

[3] Parameter estimation methods for the Weibull-Pareto distribution [J].

Dey, Sanku ;

Alzaatreh, Ayman ;

Ghosh, Indranil .

COMPUTATIONAL AND MATHEMATICAL METHODS, 2021, 3 (01)

[4] A Note on Parameter Estimation in the Composite Weibull-Pareto Distribution [J].

Calderin-Ojeda, Enrique .

RISKS, 2018, 6 (01)

[5] Transmuted New Weibull-Pareto Distribution and its Applications [J].

Tahir, Areeb ;

Akhter, Ahmad Saeed ;

ul Haq, Muhammad Ahsan .

APPLICATIONS AND APPLIED MATHEMATICS-AN INTERNATIONAL JOURNAL, 2018, 13 (01) :30-46

[6] A Note on Class of Weibull-Pareto Distribution [J].

Rashid, Adil ;

Ahmad, Zahoor ;

Rather, Aafaq A. ;

Ali, Irfan .

LOBACHEVSKII JOURNAL OF MATHEMATICS, 2024, 45 (02) :819-824

[7] A new flexible logarithmic transform heavy-tailed distribution and its applications [J].

Maurya, Sandeep K. ;

Yadav, Abhimanyu Singh ;

Singh, Sanjay K. ;

Singh, Umesh .

JOURNAL OF STATISTICS AND MANAGEMENT SYSTEMS, 2021, 24 (05) :917-950

[8] Private Mean Estimation of Heavy-Tailed Distributions [J].

Kamath, Gautam ;

Singhal, Vikrant ;

Ullman, Jonathan .

CONFERENCE ON LEARNING THEORY, VOL 125, 2020, 125

[9] Random Walk with a Heavy-Tailed Jump Distribution [J].

J.W. Cohen .

Queueing Systems, 2002, 40 :35-73

[10] Random walk with a heavy-tailed jump distribution [J].

Cohen, JW .

QUEUEING SYSTEMS, 2002, 40 (01) :35-73

← 1 2 3 4 →