| Presentation | 2014-01-31 Development and Evaluation of Congestion Detection System for Mobile Network using CEP Tatsuya TAKAHASHI, Hiroshi YAMAMOTO, Norihiro FUKUMOTO, Shigehiro ANO, Katsuyuki YAMAZAKI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With a wide spread of smartphones and tablets, a mobile network becomes frequently congested when many users concentrate to the same place. In order to detect the network congestion, a large amount of traffic log should be analyzed in real time. In this paper, we propose the real-time congestion detection system in mobile network by using a Complex Event Processing (CEP). First, by analyzing network status when the large-scale event, Nagaoka Fireworks festival, is held, it is observed that the network congestion can be effectively detected from the combination of metrics (RTT, specific type of TCP session termination (FIN-No-ACK)) for network congestion. Next, we have developed our proposed system using a cloud service. Through the experimental evaluation, it is concluded that the proposed system can scalably analyze a large amount of traffic log in real-time. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Network Congestion / Mobile Network / Congestion Detection / Stream Data Processing / Complex Event Processing |
| Paper # | IA2013-77 |
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| Conference Information | |
| Committee | IA |
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| Conference Date | 2014/1/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Internet Architecture(IA) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development and Evaluation of Congestion Detection System for Mobile Network using CEP |
| Sub Title (in English) | |
| Keyword(1) | Network Congestion |
| Keyword(2) | Mobile Network |
| Keyword(3) | Congestion Detection |
| Keyword(4) | Stream Data Processing |
| Keyword(5) | Complex Event Processing |
| 1st Author's Name | Tatsuya TAKAHASHI |
| 1st Author's Affiliation | Nagaoka University of Technology() |
| 2nd Author's Name | Hiroshi YAMAMOTO |
| 2nd Author's Affiliation | Nagaoka University of Technology |
| 3rd Author's Name | Norihiro FUKUMOTO |
| 3rd Author's Affiliation | KDDI R&D Labs. Inc. |
| 4th Author's Name | Shigehiro ANO |
| 4th Author's Affiliation | KDDI R&D Labs. Inc. |
| 5th Author's Name | Katsuyuki YAMAZAKI |
| 5th Author's Affiliation | Nagaoka University of Technology |
| Date | 2014-01-31 |
| Paper # | IA2013-77 |
| Volume (vol) | vol.113 |
| Number (no) | 424 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |