| Presentation | 2015-04-22 Multi-flow-based Traffic Analysis for Behavior Identification Yusuke Iemura, Yuichi Kumano, Nobuyuki Nakamura, Shingo Ata, Ikuo Oka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, application identification methods are attracted as an important role for network management which enables application-oriented traffic control. However, current methods of application identification mostly focus on individual flow (i.e., individual TCP connection), while many applications generate a large number of flows simulteneously to improve end users' experience. In such case, application identification for a single flow does not contribute to improve QoE (Quality of Experience) to end users in whole. In this paper, we propose a method to analyze network traffic from the perspective of end user's behavior, rather than application. Here we record a history of behavior for an end user and packets generated by his/her terminal, and then we associate a behavior with statistics of monitored traffic. Through numerical results, we show that typical user behaviors can be classified by a set of traffic characteristics. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Behavior / Application identification / Traffic analysis / Flow statistics / User experience |
| Paper # | CQ2015-10 |
| Date of Issue | 2015-04-14 (CQ) |
| Conference Information | |
| Committee | CQ / CS |
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| Conference Date | 2015/4/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Fukuoka Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Application for 5G, Programmability of Network, SDN (Software-Defined Networking), NFV（Network Functions. Virtualization）,Cloud, Network Virtualization, Service Quality, Contents Delivery, etc |
| Chair | Akira Takahashi(NTT) / Toshinori Tsuboi(Tokyo Univ. of Tech.) |
| Vice Chair | Eizaburo Itakura(Sony) / Kyoko Yamori(Asahi Univ.) / Tetsuya Yokotani(Mitsubishi Electric) |
| Secretary | Eizaburo Itakura(Nippon Inst. of Tech.) / Kyoko Yamori(NEC) / Tetsuya Yokotani(NTT) |
| Assistant | Masahiro Yamamoto(OKI) / Bo GU(Waseda Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality / Technical Committee on Communication Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Multi-flow-based Traffic Analysis for Behavior Identification |
| Sub Title (in English) | |
| Keyword(1) | Behavior |
| Keyword(2) | Application identification |
| Keyword(3) | Traffic analysis |
| Keyword(4) | Flow statistics |
| Keyword(5) | User experience |
| 1st Author's Name | Yusuke Iemura |
| 1st Author's Affiliation | Osaka City University(Osaka City Univ) |
| 2nd Author's Name | Yuichi Kumano |
| 2nd Author's Affiliation | Osaka City University(Osaka City Univ) |
| 3rd Author's Name | Nobuyuki Nakamura |
| 3rd Author's Affiliation | Oki Electric Industry(OKI) |
| 4th Author's Name | Shingo Ata |
| 4th Author's Affiliation | Osaka City University(Osaka City Univ) |
| 5th Author's Name | Ikuo Oka |
| 5th Author's Affiliation | Osaka City University(Osaka City Univ) |
| Date | 2015-04-22 |
| Paper # | CQ2015-10 |
| Volume (vol) | vol.115 |
| Number (no) | CQ-11 |
| Page | pp.pp.51-56(CQ), |
| #Pages | 6 |
| Date of Issue | 2015-04-14 (CQ) |