| Presentation | 2019-09-05 [Invited Talk] Cooperation and data assessment in heterogeneous networks toward IoT era Ryoichi Shinkuma, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In conventional networks, since communication devices were homogeneous and a central entity operated the networks, they can be optimized so that the amount of communication flow is maximized, which is one of the objectives in network optimization. However, toward the Internet-of-Things (IoT) era, communication networks will become more heterogeneous; since a wide variety of communication devices may coexist and may be operated by different entities, the optimization can be much more difficult than the one for homogeneous networks. Therefore, cooperation between communication devices is essential in heterogeneous networks. The speaker has been woking on the following research issues: 1) utility brought about by cooperation, 2) cost caused by cooperation, and 3) incentive mechanism for cooperation. This talk presents his multidisciplinary approach and research result. Furthermore, in such cooperative networks, since communication resource obtained by cooperation is strictly limited, `valuable' data should be delivered with high priority. In this talk, prediction of spatial information is considered as an application toward the IoT era and the way and the result of data `assessment' are discussed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | heterogeneous network / cooperation / utility / cost / machine learning / spatial information |
| Paper # | NS2019-90 |
| Date of Issue | 2019-08-29 (NS) |
| Conference Information | |
| Committee | NS / IN / CS |
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| Conference Date | 2019/9/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Research Institute of Electrical Communication, Tohoku Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Session management (SIP/IMS), Interoperability/Standardization, NGN/NwGN/Future networks, Cloud/Data center networks, SDN (OpenFlow, etc.)/NFV, IPv6, Machine learning, etc. |
| Chair | Yoshikatsu Okazaki(NTT) / Takuji Kishida(NTT-AT) / Hidenori Nakazato(Waseda Univ.) |
| Vice Chair | Akihiro Nakao(Univ. of Tokyo) / Kenji Ishida(Hiroshima City Univ.) / Jun Terada(NTT) |
| Secretary | Akihiro Nakao(Osaka Pref Univ.) / Kenji Ishida(NTT) / Jun Terada(NTT Communications) |
| Assistant | Shinya Kawano(NTT) / / Kazutaka Hara(NTT) / Hiroyuki Saito(OKI) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Information Networks / Technical Committee on Communication Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Cooperation and data assessment in heterogeneous networks toward IoT era |
| Sub Title (in English) | |
| Keyword(1) | heterogeneous network |
| Keyword(2) | cooperation |
| Keyword(3) | utility |
| Keyword(4) | cost |
| Keyword(5) | machine learning |
| Keyword(6) | spatial information |
| 1st Author's Name | Ryoichi Shinkuma |
| 1st Author's Affiliation | Kyoto University(Kyoto Univ.) |
| Date | 2019-09-05 |
| Paper # | NS2019-90 |
| Volume (vol) | vol.119 |
| Number (no) | NS-194 |
| Page | pp.pp.7-12(NS), |
| #Pages | 6 |
| Date of Issue | 2019-08-29 (NS) |