| Presentation | 2017-04-21 Mobile Network Tomography Based on Sparse Spectrum Structure of Delay Time Series Rie Tagyo, Hideaki Kinsho, Daisuke Ikegami, Takahiro Matsuda, Takanori Hayashi, Tetsuya Takine, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In mobile networks, Quality of Service (QoS) of end-to-end connections is affected by the performance of various network components such as users' terminals, servers, routers, base stations, etc. In order to estimate a quality of each network component such as delay, we propose a novel network tomography scheme based on Discrete cosine transform (DCT) and Compressed Sensing (CS) by focusing on a structure of time series of delay. This proposed tomography is a method of estimating delay at each component by using network measurements collected by crowdsourcing scheme. By using two characteristics which are sparsity of delay time series occurred at wireless access networks in DCT domain and sparsity of delay occurred at servers, we propose the method to estimating the qualities of wireless access networks and the qualities of servers by the means of CS. We evaluate the performance of the proposed scheme through simulations by using actual measured data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Quality of Service (QoS) / crowdsourcing / network tomography / discrete cosine transform (DCT) / compressed sensing |
| Paper # | CQ2017-12 |
| Date of Issue | 2017-04-13 (CQ) |
| Conference Information | |
| Committee | CS / CQ |
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| Conference Date | 2017/4/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Chitose Institute of Science and Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Network Serice, Service Quality, SDN (Software-Defined Networking), NFV (Network Functions. Virtualization), Network Virtualization, Cloud, Contents Delivery, etc |
| Chair | Tetsuya Yokotani(Kanazawa Inst. of Tech.) / Kyoko Yamori(Asahi Univ.) |
| Vice Chair | Hidenori Nakazato(Waseda Univ.) / Takanori Hayashi(NTT) / Hideyuki Shimonishi(NEC) |
| Secretary | Hidenori Nakazato(NTT) / Takanori Hayashi(Kyushu Univ.) / Hideyuki Shimonishi(Osaka Univ.) |
| Assistant | / Hirantha Abeysekera(NTT) / Norihiro Fukumoto(KDDI R&D Labs.) |
| Paper Information | |
| Registration To | Technical Committee on Communication Systems / Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Mobile Network Tomography Based on Sparse Spectrum Structure of Delay Time Series |
| Sub Title (in English) | |
| Keyword(1) | Quality of Service (QoS) |
| Keyword(2) | crowdsourcing |
| Keyword(3) | network tomography |
| Keyword(4) | discrete cosine transform (DCT) |
| Keyword(5) | compressed sensing |
| 1st Author's Name | Rie Tagyo |
| 1st Author's Affiliation | NTT Corporation(NTT) |
| 2nd Author's Name | Hideaki Kinsho |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Daisuke Ikegami |
| 3rd Author's Affiliation | NTT Corporation(NTT) |
| 4th Author's Name | Takahiro Matsuda |
| 4th Author's Affiliation | Osaka University(Osaka Univ.) |
| 5th Author's Name | Takanori Hayashi |
| 5th Author's Affiliation | NTT Corporation(NTT) |
| 6th Author's Name | Tetsuya Takine |
| 6th Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2017-04-21 |
| Paper # | CQ2017-12 |
| Volume (vol) | vol.117 |
| Number (no) | CQ-5 |
| Page | pp.pp.59-64(CQ), |
| #Pages | 6 |
| Date of Issue | 2017-04-13 (CQ) |