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Paper Abstract and Keywords
Presentation 2015-08-07 11:35
A Packet Routing Method Using A Neural Network With Waiting Transmitted Information
Tohru Takamizawa, Takayuki Kimura, Kenya Jin'no (Nippon Inst. of Tech.) CCS2015-44
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, the number of Internet users drastically increases because of the widespread mobile devices. Therefore, the packet congestion occurs in the communication network. In case of that, the packets are delayed to be transmitted because the packets are trapped into the congested nodes. To avoid such undesirable problems, the routing method that uses the mutually connected neural networks has been proposed. This routing method shows good performance for regular topological communication networks. However, its performance declines for irregular topological communication networks. To improve its performance for irregular topological communication networks, we propose the routing method using a neural network with waiting transmission information. Then, we confirmed that our proposed routing method shows good performance by the effective path selection using waiting transmission information. In the previous numerical experiment, we applied our proposed routing method to the network models in which the number of flowing packets are fixed. On the other hand, other routing method has been evaluated by the packet congestion rate which determines a shift point of the communication network from free flow state to congested. Then, we evaluate our proposed method using the packet congestion rate in this report. From the results of the numerical experiment, our proposed routing method shows lower packet congestion rate than the conventional routing methods using the waiting transmission information effectively.
Keyword (in Japanese) (See Japanese page) 
(in English) neural network / packet routing / computer network / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 178, CCS2015-44, pp. 85-90, Aug. 2015.
Paper # CCS2015-44 
Date of Issue 2015-07-30 (CCS) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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)
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Conference Information
Committee CCS  
Conference Date 2015-08-06 - 2015-08-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Dai-ichi Takimotokan (Noboribetsu, Hokkaido) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network Science, etc. 
Paper Information
Registration To CCS 
Conference Code 2015-08-CCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Packet Routing Method Using A Neural Network With Waiting Transmitted Information 
Sub Title (in English)  
Keyword(1) neural network  
Keyword(2) packet routing  
Keyword(3) computer network  
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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 Kenya Jin'no  
3rd Author's Affiliation Nippon Institute of Technology (Nippon Inst. of Tech.)
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Speaker Author-1 
Date Time 2015-08-07 11:35:00 
Presentation Time 25 minutes 
Registration for CCS 
Paper # CCS2015-44 
Volume (vol) vol.115 
Number (no) no.178 
Page pp.85-90 
#Pages 6 
Date of Issue 2015-07-30 (CCS) 

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