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Paper Abstract and Keywords
Presentation 2014-04-25 15:40
A Packet Routing System Using Mutually Connected Neural Networks With Waiting Transmitted Information
Tohru Takamizawa, Takayuki Kimura, Takefumi Hiraguri (Nippon Inst. of Tech.) CQ2014-12
Abstract (in Japanese) (See Japanese page) 
(in English) Because of the growth of the Internet users, data packets flowing in the computer networks become huge
number, and the packets are congested in the computer networks. If the packets congestion occurs, some packets
are trapped into the congested nodes, then, these packets are delayed to be transmitted to the destinations in the
computer networks. Further, the packets are removed from the computer networks in the worst case. To overcome
these undesirable problems, an efficient routing method which uses the mutually connected neural networks has
been proposed by Horiguchi and Ishioka. This method searches for the optimum path of each packet by using the
energy minimization principle of mutually connected neural network. Further, this routing method shows good
performance for regular networks. However, the performance is degraded for irregular networks. To improve the
performance for the irregular networks, we propose a new routing method using mutually connected neural networks
which considers waiting transmitted information on the paths of the transmitted packets in this paper. From the
results of the numerical experiments, the proposed method shows better performance than the conventional routing
methods when the number of existing packets is small in the computer networks.
Keyword (in Japanese) (See Japanese page) 
(in English) neural network / packet routing / computer network / decentralized control / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 18, CQ2014-12, pp. 57-62, April 2014.
Paper # CQ2014-12 
Date of Issue 2014-04-17 (CQ) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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)
Notes on Review This article is a technical report without peer review, and its polished version will be published elsewhere.
Download PDF CQ2014-12

Conference Information
Committee CS CQ  
Conference Date 2014-04-24 - 2014-04-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Hiroshima City University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) SDN (Software-Defined Networking), Cloud, Network Virtualization, Service Quality, Contents Delivery, etc. 
Paper Information
Registration To CQ 
Conference Code 2014-04-CS-CQ 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Packet Routing System Using Mutually Connected Neural Networks With Waiting Transmitted Information 
Sub Title (in English)  
Keyword(1) neural network  
Keyword(2) packet routing  
Keyword(3) computer network  
Keyword(4) decentralized control  
1st Author's Name Tohru Takamizawa  
1st Author's Affiliation Nippon Institute of Technology (Nippon Inst. of Tech.)
2nd Author's Name Takayuki Kimura  
2nd Author's Affiliation Nippon Institute of Technology (Nippon Inst. of Tech.)
3rd Author's Name Takefumi Hiraguri  
3rd Author's Affiliation Nippon Institute of Technology (Nippon Inst. of Tech.)
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Speaker Author-1 
Date Time 2014-04-25 15:40:00 
Presentation Time 25 minutes 
Registration for CQ 
Paper # CQ2014-12 
Volume (vol) vol.114 
Number (no) no.18 
Page pp.57-62 
Date of Issue 2014-04-17 (CQ) 

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