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Paper Abstract and Keywords
Presentation 2021-09-09 13:30
{Architecture for Configurable Real-time Device Identification in Campus Core Networks
Kohei Hayashi (Osaka City Univ.), Kota Tuchie, Nobuyuki Nakamura, Taketsugu Yao (OKI), Shingo Ata (Osaka City Univ.) IN2021-14
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, data traffic of IoT devices is increasing rapidly. In order to achieve a secure management of large-scale network, it is important to have a technology to monitor at the core network, identify types of connected devices accurately in real-time. Device identification is one of important technology, whose process consists of following three steps; flow classification, calculation of feature statistics of flows, learning-based identification. To realize device identification in real-time, not only to optimize every step but to optimize how to cooperate with each other. Additionally, it is required to introduce new processes such as anomaly detection should be deployed and conducted in parallel. In this paper, we aim real-time device identification in real-time, and propose a design of configurable architecture to realize faster processing of identification. We also deploy our implemented architecture in our campus network to validate a feasibility.
Keyword (in Japanese) (See Japanese page) 
(in English) Traffic classification / Data-flow analysis / Real-time systems / Network monitoring / Network traffic / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 171, IN2021-14, pp. 13-18, Sept. 2021.
Paper # IN2021-14 
Date of Issue 2021-09-02 (IN) 
ISSN 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 IN2021-14

Conference Information
Committee IN NS CS NV  
Conference Date 2021-09-09 - 2021-09-10 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Session management (SIP/IMS), Interoperability/Standardization, NGN/NwGN/Future networks, Cloud/Data center networks, SDN (OpenFlow, etc.)/NFV, IPv6, Machine learning, etc. 
Paper Information
Registration To IN 
Conference Code 2021-09-IN-NS-CS-NV 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) {Architecture for Configurable Real-time Device Identification in Campus Core Networks 
Sub Title (in English)  
Keyword(1) Traffic classification  
Keyword(2) Data-flow analysis  
Keyword(3) Real-time systems  
Keyword(4) Network monitoring  
Keyword(5) Network traffic  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Kohei Hayashi  
1st Author's Affiliation Osaka City University (Osaka City Univ.)
2nd Author's Name Kota Tuchie  
2nd Author's Affiliation Oki Electric Industry Co., Ltd. (OKI)
3rd Author's Name Nobuyuki Nakamura  
3rd Author's Affiliation Oki Electric Industry Co., Ltd. (OKI)
4th Author's Name Taketsugu Yao  
4th Author's Affiliation Oki Electric Industry Co., Ltd. (OKI)
5th Author's Name Shingo Ata  
5th Author's Affiliation Osaka City University (Osaka City Univ.)
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Speaker Author-1 
Date Time 2021-09-09 13:30:00 
Presentation Time 25 minutes 
Registration for IN 
Paper # IN2021-14 
Volume (vol) vol.121 
Number (no) no.171 
Page pp.13-18 
#Pages 6 
Date of Issue 2021-09-02 (IN) 

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