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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
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 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)  
Keyword(1) TCP  
Keyword(2) Wireless Communication  
Keyword(3) Packet Loss Classification  
Keyword(4) Machine Learning  
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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Date Time 2013-08-02 11:15:00 
Presentation Time 30 
Registration for CPSY 
Paper # IEICE-CPSY2013-19 
Volume (vol) IEICE-113 
Number (no) no.169 
Page pp.55-60 
#Pages IEICE-6 
Date of Issue IEICE-CPSY-2013-07-25 

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