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Paper Abstract and Keywords
Presentation 2013-03-08 13:00
TCP Throughput Prediction of Mobile Computing for Dynamic Resource Offloading -- Case Analysis of Mitaka Station --
Chisato Tomita, Masashi Toyama, Hiroki Akama (NTT) IN2012-200
Abstract (in Japanese) (See Japanese page) 
(in English) The rapid development of cloud computing, wireless network and mobile devices allow users to access server resources any-time and any-where. Our research team has designed a mobile computing architecture, which dynamically optimizes computing resources between a mobile device and a server. This architecture offloads heavy tasks of a native mobile application to the cloud for performance enhancement. Offloading decisions are based on various conditions, including computing capability, communication cost and power consumption. This research proposal focuses on measuring communication cost by predicting the wireless network conditions in real time. Existing approaches to such prediction suffer from considering the possibility of alteration of network congestion from moment to moment. Our approach aims to extend existing researches by predicting fluctuant TCP throughput of mobile devices using machine learning techniques.
Keyword (in Japanese) (See Japanese page) 
(in English) TCP throughput prediction / Cloud computing / mobile devices / task offloading / machine learning / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 464, IN2012-200, pp. 275-280, March 2013.
Paper # IN2012-200 
Date of Issue 2013-02-28 (IN) 
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 IN2012-200

Conference Information
Committee NS IN  
Conference Date 2013-03-07 - 2013-03-08 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Zanpamisaki Royal Hotel 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To IN 
Conference Code 2013-03-NS-IN 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) TCP Throughput Prediction of Mobile Computing for Dynamic Resource Offloading 
Sub Title (in English) Case Analysis of Mitaka Station 
Keyword(1) TCP throughput prediction  
Keyword(2) Cloud computing  
Keyword(3) mobile devices  
Keyword(4) task offloading  
Keyword(5) machine learning  
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1st Author's Name Chisato Tomita  
1st Author's Affiliation NTT Corporation (NTT)
2nd Author's Name Masashi Toyama  
2nd Author's Affiliation NTT Corporation (NTT)
3rd Author's Name Hiroki Akama  
3rd Author's Affiliation NTT Corporation (NTT)
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Speaker Author-1 
Date Time 2013-03-08 13:00:00 
Presentation Time 20 minutes 
Registration for IN 
Paper # IN2012-200 
Volume (vol) vol.112 
Number (no) no.464 
Page pp.275-280 
#Pages 6 
Date of Issue 2013-02-28 (IN) 

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