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) |
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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 |
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Cloud computing |
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mobile devices |
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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 |
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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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