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| Paper Abstract and Keywords | ||
| Presentation | 2015-04-22 11:10 Multi-flow-based Traffic Analysis for Behavior Identification Yusuke Iemura, Yuichi Kumano (Osaka City Univ), Nobuyuki Nakamura (OKI), Shingo Ata, Ikuo Oka (Osaka City Univ)  CQ2015-10 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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) |
| (in English) | Behavior / Application identification / Traffic analysis / Flow statistics / User experience / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 11, CQ2015-10, pp. 51-56, April 2015. | |
| Paper # | CQ2015-10 | |
| Date of Issue | 2015-04-14 (CQ) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | CQ2015-10 |
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| Conference Information | |
| Committee | CQ CS |
| Conference Date | 2015-04-21 - 2015-04-22 |
| 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 |
| Paper Information | |
| Registration To | CQ |
| Conference Code | 2015-04-CQ-CS |
| Language | Japanese |
| 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 |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 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) |
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| Speaker | Author-1 |
| Date Time | 2015-04-22 11:10:00 |
| Presentation Time | 25 minutes |
| Registration for | CQ |
| Paper # | CQ2015-10 |
| Volume (vol) | vol.115 |
| Number (no) | no.11 |
| Page | pp.51-56 |
| #Pages | 6 |
| Date of Issue | 2015-04-14 (CQ) |
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