Paper Abstract and Keywords |
Presentation |
2008-01-25 13:10
[Encouragement Talk]
Congestion Control of TCP Using Neural Network Model Akihiro Shiozu, Koki Abe (UEC) NS2007-126 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We proposed TCP Salt, a congestion control scheme which predicts congestions by machine learning to obtain an optimum window size. It was found that the proposed method can utilize the bandwidth better than conventional methods. However, evaluation of the fairness with other connections is not sufficient. In this paper, we describe simulation results that TCP Salt can realize good fairness with other connections not only in the boost state but also in the congestion avoidance state. We also describe that using the previous value of congestion window as an input to machine learning improves the fairness. We further show that it is reasonable to use the time when the variation of RTT is zero within measurement accuracy as the tradition condition from the congestion avoidance state to the boost state. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
TCP / Congestion Control / Neural Network / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, no. 443, NS2007-126, pp. 35-40, Jan. 2008. |
Paper # |
NS2007-126 |
Date of Issue |
2008-01-17 (NS) |
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 |
NS2007-126 |
Conference Information |
Committee |
OCS NS |
Conference Date |
2008-01-24 - 2008-01-25 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
OITA University |
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(See Japanese page) |
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Paper Information |
Registration To |
NS |
Conference Code |
2008-01-OCS-NS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Congestion Control of TCP Using Neural Network Model |
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TCP |
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Congestion Control |
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Neural Network |
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1st Author's Name |
Akihiro Shiozu |
1st Author's Affiliation |
The University Electro-Communications (UEC) |
2nd Author's Name |
Koki Abe |
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The University Electro-Communications (UEC) |
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Speaker |
Author-1 |
Date Time |
2008-01-25 13:10:00 |
Presentation Time |
25 minutes |
Registration for |
NS |
Paper # |
NS2007-126 |
Volume (vol) |
vol.107 |
Number (no) |
no.443 |
Page |
pp.35-40 |
#Pages |
6 |
Date of Issue |
2008-01-17 (NS) |
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