Paper Abstract and Keywords |
Presentation |
2012-11-16 16:10
Traffic Prediction for Dynamic Traffic Engineering Considering Traffic Variation Tatsuya Otoshi, Yuichi Ohsita, Masayuki Murata (Osaka Univ.), Yousuke Takahashi, Keisuke Ishibashi, Kohei Shiomoto (NTT) NS2012-115 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Traffic engineering with traffic prediction is one approach to accommodate time-varying traffic adaptively. In this approach, the routes are calculated so as to avoid congestion based on the predicted traffic. The accuracy of the traffic prediction however has large impacts on this approach. In this paper, we investigate the traffic prediction methods suitable to traffic engineering, focusing on their underestimation that may cause the congestion. We evaluate the traffic prediction methods by using the actual traffic traces, and clarify that the SARIMA with the principal component analysis achieves the small underestimation without a large overestimation. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Traffic Prediction / Traffic Engineering / Data Mining / Principal Component Analysis / Seasonal Autoregressive Integrated Moving Average Model / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 287, NS2012-115, pp. 65-70, Nov. 2012. |
Paper # |
NS2012-115 |
Date of Issue |
2012-11-08 (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) |
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NS2012-115 |
Conference Information |
Committee |
CQ ICM NS |
Conference Date |
2012-11-15 - 2012-11-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Nagahama Inst. of Bio-Science and Tech. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Network Quality, Network Management and Measurement, Network Virtualization, General |
Paper Information |
Registration To |
NS |
Conference Code |
2012-11-CQ-ICM-NS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Traffic Prediction for Dynamic Traffic Engineering Considering Traffic Variation |
Sub Title (in English) |
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Keyword(1) |
Traffic Prediction |
Keyword(2) |
Traffic Engineering |
Keyword(3) |
Data Mining |
Keyword(4) |
Principal Component Analysis |
Keyword(5) |
Seasonal Autoregressive Integrated Moving Average Model |
Keyword(6) |
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Keyword(7) |
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1st Author's Name |
Tatsuya Otoshi |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Yuichi Ohsita |
2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
3rd Author's Name |
Masayuki Murata |
3rd Author's Affiliation |
Osaka University (Osaka Univ.) |
4th Author's Name |
Yousuke Takahashi |
4th Author's Affiliation |
NTT Corporation (NTT) |
5th Author's Name |
Keisuke Ishibashi |
5th Author's Affiliation |
NTT Corporation (NTT) |
6th Author's Name |
Kohei Shiomoto |
6th Author's Affiliation |
NTT Corporation (NTT) |
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Speaker |
Author-1 |
Date Time |
2012-11-16 16:10:00 |
Presentation Time |
20 minutes |
Registration for |
NS |
Paper # |
NS2012-115 |
Volume (vol) |
vol.112 |
Number (no) |
no.287 |
Page |
pp.65-70 |
#Pages |
6 |
Date of Issue |
2012-11-08 (NS) |
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