Presentation 2019-03-05
On Accurate Packet Loss Estimation Method for Networks without Traffic Models
Masahiro Terauchi, Kohei Watabe, Kenji Nakagawa,
PDF Download Page PDF download Page Link
Abstract(in Japanese) (See Japanese page)
Abstract(in English) It is important to accurately model network traffic when we evaluate Quality of Service~(QoS) of networks through simulations. However, for traffic in real networks, it is a tough task to select an appropriate traffic model and tune its parameters. Even if the accurate traffic modeling is achieved, it is also difficult to accurately estimate low packet loss rate in the modern Internet. In this paper, we propose a method to accurately estimate a packet loss rate through a simulation with unknown traffic. We also show the effectiveness of the approach in a simple queueing system as a first step in our development.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Network / Simulation / Importance sampling / Packet loss rate / QoS estimation
Paper # IN2018-131
Date of Issue 2019-02-25 (IN)

Conference Information
Committee IN / NS
Conference Date 2019/3/4(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Okinawa Convention Center
Topics (in Japanese) (See Japanese page)
Topics (in English) General
Chair Takuji Kishida(NTT-AT) / Yoshikatsu Okazaki(NTT)
Vice Chair Kenji Ishida(Hiroshima City Univ.) / Akihiro Nakao(Univ. of Tokyo)
Secretary Kenji Ishida(KDDI Research) / Akihiro Nakao(KDDI Research)
Assistant / Kenichi Kashibuchi(NTT)

Paper Information
Registration To Technical Committee on Information Networks / Technical Committee on Network Systems
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) On Accurate Packet Loss Estimation Method for Networks without Traffic Models
Sub Title (in English)
Keyword(1) Network
Keyword(2) Simulation
Keyword(3) Importance sampling
Keyword(4) Packet loss rate
Keyword(5) QoS estimation
1st Author's Name Masahiro Terauchi
1st Author's Affiliation Nagaoka University of Technology(Nagaoka Univ. Tech.)
2nd Author's Name Kohei Watabe
2nd Author's Affiliation Nagaoka University of Technology(Nagaoka Univ. Tech.)
3rd Author's Name Kenji Nakagawa
3rd Author's Affiliation Nagaoka University of Technology(Nagaoka Univ. Tech.)
Date 2019-03-05
Paper # IN2018-131
Volume (vol) vol.118
Number (no) IN-466
Page pp.pp.283-288(IN),
#Pages 6
Date of Issue 2019-02-25 (IN)