| Presentation | 2017-12-21 Congestion Analysis of Variation in Network Traffic by DeepLearning Haruka Osanai, Masato Oguchi, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | When a large scale disaster happens, it is important that we can communicate with other people by phone or e- mail. However, these communication tools are hardly able to be used in such cases due to network congestion. Therefore, we must detect and deal with communication failures efficiently. Another study proposed an automatic traffic control system based on SNS. In order to detect congestion state, this study proposes a way to analyze a change of network traffic and study congestion state. Next, we show that it can predict a transition of network traffic. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | DeepLearning / Congestion / Network Traffic / Variation Prediction |
| Paper # | MoNA2017-29 |
| Date of Issue | 2017-12-14 (MoNA) |
| Conference Information | |
| Committee | MoNA |
|---|---|
| Conference Date | 2017/12/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ochanomizu University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Cloud computing, Big data, Wireless network, etc. |
| Chair | Ryoichi Shinkuma(Kyoto Univ.) |
| Vice Chair | Shigeaki Tagashira(Kansai Univ.) / Gen Kitagata(Tohoku Univ.) |
| Secretary | Shigeaki Tagashira(Kyushu Univ.) / Gen Kitagata(NTT) |
| Assistant | Takayuki Nishio(Kyoto Univ.) / Takato Saito(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Mobile Network and Applications |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Congestion Analysis of Variation in Network Traffic by DeepLearning |
| Sub Title (in English) | |
| Keyword(1) | DeepLearning |
| Keyword(2) | Congestion |
| Keyword(3) | Network Traffic |
| Keyword(4) | Variation Prediction |
| 1st Author's Name | Haruka Osanai |
| 1st Author's Affiliation | Ochanomizu University(Ochanomizu Univ.) |
| 2nd Author's Name | Masato Oguchi |
| 2nd Author's Affiliation | Ochanomizu University(Ochanomizu Univ.) |
| Date | 2017-12-21 |
| Paper # | MoNA2017-29 |
| Volume (vol) | vol.117 |
| Number (no) | MoNA-371 |
| Page | pp.pp.11-14(MoNA), |
| #Pages | 4 |
| Date of Issue | 2017-12-14 (MoNA) |