Paper Abstract and Keywords |
Presentation |
2014-03-10 15:45
A Packet Routing Method Using Mutually Connected Neural Networks With Waiting Transmitted Information Tohru Takamizawa, Keisuke Kimura, Takayuki Kimura, Kenya Jin'no (Nippon Inst. of Tech.) NLP2013-175 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, 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
in the computer networks, some packets are trapped in the congested nodes, then, these packets are delayed to be
transmitted to the destinations. 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 routing method shows good performance for regular
networks. However, the performance is degraded for irregular networks. To improve the performance for the irregu-
lar 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 numeri-
cal 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. 113, no. 486, NLP2013-175, pp. 61-66, March 2014. |
Paper # |
NLP2013-175 |
Date of Issue |
2014-03-03 (NLP) |
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) |
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NLP2013-175 |
Conference Information |
Committee |
NLP |
Conference Date |
2014-03-10 - 2014-03-11 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Sophia University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General |
Paper Information |
Registration To |
NLP |
Conference Code |
2014-03-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Packet Routing Method Using Mutually Connected Neural Networks With Waiting Transmitted Information |
Sub Title (in English) |
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Keyword(1) |
neural network |
Keyword(2) |
packet routing |
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computer network |
Keyword(4) |
decentralized control |
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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 |
Keisuke Kimura |
2nd Author's Affiliation |
Nippon Institute of Technology (Nippon Inst. of Tech.) |
3rd Author's Name |
Takayuki Kimura |
3rd Author's Affiliation |
Nippon Institute of Technology (Nippon Inst. of Tech.) |
4th Author's Name |
Kenya Jin'no |
4th Author's Affiliation |
Nippon Institute of Technology (Nippon Inst. of Tech.) |
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Speaker |
Author-1 |
Date Time |
2014-03-10 15:45:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2013-175 |
Volume (vol) |
vol.113 |
Number (no) |
no.486 |
Page |
pp.61-66 |
#Pages |
6 |
Date of Issue |
2014-03-03 (NLP) |
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