Presentation | 2011-04-21 Low-cost Traffic Classification Method for Large-scale ISP Takayuki GOTO, Chikara SASAKI, Atsuo TACHIBANA, Shigehiro ANO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Quantifying the traffic volume of each protocol is useful for effective traffic engineering and network designing. A straight forward approach for protocol identification is to first capture full traffic and apply DPI (Deep Packet Inspection) technology. However, it is difficult to deploy the dedicated DPI hardware to large ISP networks because the hardware is expensive and should be deployed to multiple measurement points. In this paper, we propose a cost-effective traffic classification method which is composed from packet sampling and flow features-based traffic classification which uses supervised learning. We verify the effectiveness of our proposed method in an experiment using traffic traces that are publicly available. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Packet sampling / Traffic classification / Deep Packet Inspection |
Paper # | CQ2011-1 |
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Committee | CQ |
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Conference Date | 2011/4/14(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (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) | Low-cost Traffic Classification Method for Large-scale ISP |
Sub Title (in English) | |
Keyword(1) | Packet sampling |
Keyword(2) | Traffic classification |
Keyword(3) | Deep Packet Inspection |
1st Author's Name | Takayuki GOTO |
1st Author's Affiliation | KDDI R&D Labs.() |
2nd Author's Name | Chikara SASAKI |
2nd Author's Affiliation | KDDI R&D Labs. |
3rd Author's Name | Atsuo TACHIBANA |
3rd Author's Affiliation | KDDI R&D Labs. |
4th Author's Name | Shigehiro ANO |
4th Author's Affiliation | KDDI R&D Labs. |
Date | 2011-04-21 |
Paper # | CQ2011-1 |
Volume (vol) | vol.111 |
Number (no) | 11 |
Page | pp.pp.- |
#Pages | 4 |
Date of Issue |