Presentation 2020-05-14
A Service Identification Based on Frequencies of SNIs
Yuto Soma, Akihiro Yamauchi, Akihiro Nakao, Masato Oguchi, Shu Yamamoto, Saneyasu Yamaguchi, Aki Kobayashi,
PDF Download Page PDF download Page Link
Abstract(in Japanese) (See Japanese page)
Abstract(in English) In the internet, a variety of services, such as video sharing and web search, are provided. Service identification from a given IP flow enables QoS improvement, security improvement, giving priority based on service, and other effective things. In an existing paper, a method for identifying service based on Bayesian inference was proposed. However, the method could not achieve high accuracy because of the occurrences of unknown SNI. In this paper, we propose a method for identification based on the Manhattan distance of SNI occurrence vectors. We then evaluate the accuracy of the proposed method and show that the proposed method outperforms the existing method.
Keyword(in Japanese) (See Japanese page)
Keyword(in English)
Paper # NS2020-16
Date of Issue 2020-05-07 (NS)

Conference Information
Committee NS
Conference Date 2020/5/14(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Doshisha University
Topics (in Japanese) (See Japanese page)
Topics (in English) High level protocol, Networking technologies (IP and high-layer routing/filtering, Multicast, Quality/Routing control), IP network application technologies (P2P, P4P, Overlay, SIP, NGN), Network system related technologies (System configuration, Interface, Architecture, Hardware/Software/Middleware), Security, Blockchain etc.
Chair Yoshikatsu Okazaki(NTT)
Vice Chair Akihiro Nakao(Univ. of Tokyo)
Secretary Akihiro Nakao(Osaka Pref Univ.)
Assistant Shinya Kawano(NTT)

Paper Information
Registration To Technical Committee on Network Systems
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Service Identification Based on Frequencies of SNIs
Sub Title (in English)
Keyword(1)
Keyword(2)
Keyword(3)
Keyword(4)
Keyword(5)
1st Author's Name Yuto Soma
1st Author's Affiliation Kogakuin University(Kogakuin Univ.)
2nd Author's Name Akihiro Yamauchi
2nd Author's Affiliation Kogakuin University(Kogakuin Univ.)
3rd Author's Name Akihiro Nakao
3rd Author's Affiliation The University of Tokyo(UTokyo)
4th Author's Name Masato Oguchi
4th Author's Affiliation Ochanomizu University(Ochanomizu Univ.)
5th Author's Name Shu Yamamoto
5th Author's Affiliation The University of Tokyo(UTokyo)
6th Author's Name Saneyasu Yamaguchi
6th Author's Affiliation Kogakuin University(Kogakuin Univ.)
7th Author's Name Aki Kobayashi
7th Author's Affiliation Kogakuin University(Kogakuin Univ.)
Date 2020-05-14
Paper # NS2020-16
Volume (vol) vol.120
Number (no) NS-19
Page pp.pp.51-56(NS),
#Pages 6
Date of Issue 2020-05-07 (NS)