Paper Abstract and Keywords |
Presentation |
2013-08-02 11:15
Loss Classification Algorithm for Enhancing TCP Data Transmission Fukumasa Morifuji, Kei Hiraki (Univ. of Tokyo) CPSY2013-19 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
While using wireless network, packet losses often occurs without any network congestion on the network path. The main problem of the current loss-based TCP is that it cannot distinguish the cause of packet losses, whether it is caused by congestion or not. To tackle with this problem, we propose packet loss classification algorithm based on delay information just before a packet loss occurs to improve performance of TCP data transmission. In a simulation-based experiment, our algorithm achieved high classification accuracy, and TCP Reno with our classification algorithm achieved about 1.5 times as high throughput as TCP Reno does. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
TCP / Wireless Communication / Packet Loss Classification / Machine Learning / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 169, CPSY2013-19, pp. 55-60, Aug. 2013. |
Paper # |
CPSY2013-19 |
Date of Issue |
2013-07-25 (CPSY) |
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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CPSY2013-19 |
Conference Information |
Committee |
DC CPSY |
Conference Date |
2013-08-01 - 2013-08-02 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kitakyushu-Kokusai-Kaigijyo |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Parallel, Distributed and Cooperative Processing |
Paper Information |
Registration To |
CPSY |
Conference Code |
2013-08-DC-CPSY |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Loss Classification Algorithm for Enhancing TCP Data Transmission |
Sub Title (in English) |
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Keyword(1) |
TCP |
Keyword(2) |
Wireless Communication |
Keyword(3) |
Packet Loss Classification |
Keyword(4) |
Machine Learning |
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1st Author's Name |
Fukumasa Morifuji |
1st Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
2nd Author's Name |
Kei Hiraki |
2nd Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
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Speaker |
Author-1 |
Date Time |
2013-08-02 11:15:00 |
Presentation Time |
30 minutes |
Registration for |
CPSY |
Paper # |
CPSY2013-19 |
Volume (vol) |
vol.113 |
Number (no) |
no.169 |
Page |
pp.55-60 |
#Pages |
6 |
Date of Issue |
2013-07-25 (CPSY) |
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