| Presentation | 2011-03-07 A Study on External Factors to Estimate Network Traffic Toshihiro AKIZUKI, Masatsugu ICHINO, Naohisa KOMATSU, Kei TAKESHITA, Haruhisa HASEGAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | traffic / QoS / traffic estimation / regression analysis / multiple regression analysis |
| Paper # | CQ2010-70 |
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| Conference Information | |
| Committee | CQ |
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| Conference Date | 2011/2/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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 External Factors to Estimate 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 |
| 1st Author's Name | Toshihiro AKIZUKI |
| 1st Author's Affiliation | Graduate school of Fundamental Sience and Engineering, Waseda University() |
| 2nd Author's Name | Masatsugu ICHINO |
| 2nd Author's Affiliation | Media Network Center, Waseda University |
| 3rd Author's Name | Naohisa KOMATSU |
| 3rd Author's Affiliation | Graduate school of Fundamental Sience and Engineering, Waseda University |
| 4th Author's Name | Kei TAKESHITA |
| 4th Author's Affiliation | NTT Service Integration Laboratories, NTT Corporation |
| 5th Author's Name | Haruhisa HASEGAWA |
| 5th Author's Affiliation | NTT Service Integration Laboratories, NTT Corporation |
| Date | 2011-03-07 |
| Paper # | CQ2010-70 |
| Volume (vol) | vol.110 |
| Number (no) | 455 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |