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| Presentation | 2014-11-18 13:30 Evaluation of Traffic Engineering Based on Model Predictive Control Using Traffic Trace in Actual Network Tatsuya Otoshi, Yuichi Ohsita, Masayuki Murata (Osaka Univ.), Yousuke Takahashi, Keisuke Ishibashi, Kohei Shiomoto (NTT), Tomoaki Hashimoto (Osaka Univ.)  IN2014-81 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Traffic engineering with traffic prediction is one approach to accommodate time-varying traffic stably. In this approach, the routes are calculated so as to avoid congestion based on the predicted traffic. However, predicted traffic includes prediction errors.We proposed a traffic engineering method with traffic prediction, which is robust to prediction errors. To achieve the robust control against the prediction errors, our method uses the idea of the Stochastic Model Predictive Control(SMPC), which is a method of process control with predicting the system dynamics. Using the probability distribution of prediction error, our method calculates the routes so that the occurrence probability of congestion is kept lower than a desired level. Through simulation with the actual traffic trace, we clarify that our method avoids the congestion even if the predicted traffic includes errors. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Stochastic Model Predictive Control / Traffic Egnieering / Traffic Prediction / Multi-path Routing / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 307, IN2014-81, pp. 1-6, Nov. 2014. | |
| Paper # | IN2014-81 | |
| Date of Issue | 2014-11-11 (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 | IN2014-81 |
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| Conference Information | |
| Committee | IN MoNA |
| Conference Date | 2014-11-18 - 2014-11-19 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Simonosekishi-Kinro-Fukushi-Kaikan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Ubiquitous Network, BYOD, M2M, Contextware, Mobile Social Service, Mobile Service on Virtualization Environment, Mobile Offload, etc. |
| Paper Information | |
| Registration To | IN |
| Conference Code | 2014-11-IN-MoNA |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation of Traffic Engineering Based on Model Predictive Control Using Traffic Trace in Actual Network |
| Sub Title (in English) | |
| Keyword(1) | Stochastic Model Predictive Control |
| Keyword(2) | Traffic Egnieering |
| Keyword(3) | Traffic Prediction |
| Keyword(4) | Multi-path Routing |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 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 | Nippon Telegraph and Telephone Corporation (NTT) |
| 5th Author's Name | Keisuke Ishibashi |
| 5th Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 6th Author's Name | Kohei Shiomoto |
| 6th Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 7th Author's Name | Tomoaki Hashimoto |
| 7th Author's Affiliation | Osaka University (Osaka Univ.) |
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| Speaker | Author-1 |
| Date Time | 2014-11-18 13:30:00 |
| Presentation Time | 25 minutes |
| Registration for | IN |
| Paper # | IN2014-81 |
| Volume (vol) | vol.114 |
| Number (no) | no.307 |
| Page | pp.1-6 |
| #Pages | 6 |
| Date of Issue | 2014-11-11 (IN) |
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