Presentation | 2012-11-15 A Study on Method for Estimating Network Traffic using Logistic Regression Toshihiro AKIZUKI, Masatsugu ICHINO, Jiro KATTO, Naohisa KOMATSU, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Network traffic volumes continue to increase rapidly with spread of the broadband access and increase of Internet backbone capacities. Moreover, services provided over the Internet become more diverse. In order to prevent network traffic congestion, it is necessary to estimate network traffic volumes so that network administrators can prevent deterioration of quality of services 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 suggest a method for estimating network traffic using logistic regression, and prove its effectiveness by comparing existing method with ours. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | traffic / QoS / traffic estimation / multiple regression analysis / logistic regression analysis |
Paper # | CQ2012-58 |
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Committee | CQ |
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Conference Date | 2012/11/8(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Communication Quality (CQ) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A Study on Method for Estimating Network Traffic using Logistic Regression |
Sub Title (in English) | |
Keyword(1) | traffic |
Keyword(2) | QoS |
Keyword(3) | traffic estimation |
Keyword(4) | multiple regression analysis |
Keyword(5) | logistic regression analysis |
1st Author's Name | Toshihiro AKIZUKI |
1st Author's Affiliation | Graduate school of Fundamental Science and Engineering, Waseda University() |
2nd Author's Name | Masatsugu ICHINO |
2nd Author's Affiliation | Graduate school of Informatics and Engineering, The University of Electro-Communications |
3rd Author's Name | Jiro KATTO |
3rd Author's Affiliation | Graduate school of Fundamental Science and Engineering, Waseda University |
4th Author's Name | Naohisa KOMATSU |
4th Author's Affiliation | Graduate school of Fundamental Science and Engineering, Waseda University |
Date | 2012-11-15 |
Paper # | CQ2012-58 |
Volume (vol) | vol.112 |
Number (no) | 288 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |