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| Presentation | 2011-11-11 08:40 A Study on External Factors and Method for Estimating Network Traffic Toshihiro Akizuki (Waseda Univ.), Masatsugu Ichino (UEC), Naohisa Komatsu (Waseda Univ.)  CQ2011-51 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Network traffic volumes continue to increase rapidly with spread of the broadband access and the increase internet backbone capacities. Moreover, the services provided over the Internet become more diverse. In order to prevent network traffic congestion, it is necessary to estimate network traffic volumes, and network administrators should prevent a deterioration in the quality of each service to support quality of each service by estimating and regulating traffic in advance. Therefore, we study a method to estimate network traffic volumes with external factors, for example, calender, weather data, and so on. In this paper, we show the influence of external factors in traffic estimation, and the result of traffic estimation by using multiple regression analysis with external factors for Internet access-log data. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | traffic / QoS / traffic estimation / regression analysis / multiple regression analysis / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 278, CQ2011-51, pp. 43-48, Nov. 2011. | |
| Paper # | CQ2011-51 | |
| Date of Issue | 2011-11-03 (CQ) | |
| 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 | CQ2011-51 |
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| Conference Information | |
| Committee | ICM CQ NS |
| Conference Date | 2011-11-10 - 2011-11-11 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hirosaki University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Network Management, Network Quality, General |
| Paper Information | |
| Registration To | CQ |
| Conference Code | 2011-11-ICM-CQ-NS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on External Factors and Method for Estimating Network Traffic |
| Sub Title (in English) | |
| Keyword(1) | traffic |
| Keyword(2) | QoS |
| Keyword(3) | traffic estimation |
| Keyword(4) | regression analysis |
| Keyword(5) | multiple regression analysis |
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| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Toshihiro Akizuki |
| 1st Author's Affiliation | Waseda University (Waseda Univ.) |
| 2nd Author's Name | Masatsugu Ichino |
| 2nd Author's Affiliation | The University of Electro-Communications (UEC) |
| 3rd Author's Name | Naohisa Komatsu |
| 3rd Author's Affiliation | Waseda University (Waseda Univ.) |
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| Speaker | Author-1 |
| Date Time | 2011-11-11 08:40:00 |
| Presentation Time | 20 minutes |
| Registration for | CQ |
| Paper # | CQ2011-51 |
| Volume (vol) | vol.111 |
| Number (no) | no.278 |
| Page | pp.43-48 |
| #Pages | 6 |
| Date of Issue | 2011-11-03 (CQ) |
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