| Presentation | 2017-01-20 A Study on Spatio-Temporal Variability of Mobile Access Traffic and Subspace Tracking-Based Change-Point Detection Takahiro Matsuda, Senri Hirabaru, Yuki Hirota, Haruki Izumikawa, Hiroshi Hanano, Chihiro Ono, Tetsuya Takine, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In mobile networks, network monitoring for access traffic is important for efficiently utilizing network resources. In this article, we consider a change-point detection technique for mobile access traffic to detect a time instant when the number of mobile terminals connecting to base stations are changed dramatically. A subspace tracking-based change-point detection scheme has been proposed so far. In this scheme, change-points are detected by regarding the numbers of mobile terminals in multiple base stations as data points in the multi-dimensional space. This scheme is designed under the assumption that the total traffic volume is not changed between before and after a change-point. We extend this scheme in order to apply it to a more general case that the total traffic volume is changed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | change-point detection / mobile networks / access traffic / subspace tracking |
| Paper # | CQ2016-110 |
| Date of Issue | 2017-01-12 (CQ) |
| Conference Information | |
| Committee | CQ |
|---|---|
| Conference Date | 2017/1/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka University Nakanoshima Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kyoko Yamori(Asahi Univ.) |
| Vice Chair | Takanori Hayashi(NTT) / Hideyuki Shimonishi(NEC) |
| Secretary | Takanori Hayashi(Osaka Univ.) / Hideyuki Shimonishi(Keio Univ.) |
| Assistant | Hirantha Abeysekera(NTT) / Norihiro Fukumoto(KDDI R&D Labs.) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Spatio-Temporal Variability of Mobile Access Traffic and Subspace Tracking-Based Change-Point Detection |
| Sub Title (in English) | |
| Keyword(1) | change-point detection |
| Keyword(2) | mobile networks |
| Keyword(3) | access traffic |
| Keyword(4) | subspace tracking |
| 1st Author's Name | Takahiro Matsuda |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Senri Hirabaru |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Yuki Hirota |
| 3rd Author's Affiliation | KDDI Corporation(KDDI) |
| 4th Author's Name | Haruki Izumikawa |
| 4th Author's Affiliation | KDDI Research, Inc.(KDDI Research) |
| 5th Author's Name | Hiroshi Hanano |
| 5th Author's Affiliation | KDDI Research, Inc.(KDDI Research) |
| 6th Author's Name | Chihiro Ono |
| 6th Author's Affiliation | KDDI Research, Inc.(KDDI Research) |
| 7th Author's Name | Tetsuya Takine |
| 7th Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2017-01-20 |
| Paper # | CQ2016-110 |
| Volume (vol) | vol.116 |
| Number (no) | CQ-403 |
| Page | pp.pp.115-120(CQ), |
| #Pages | 6 |
| Date of Issue | 2017-01-12 (CQ) |