| Presentation | 2022-05-12 Study on an Autonomous Adaptive Mechanism for Robustness of the User-Aware Resource Assignment against Demand Fluctuation Keita Tatebe, Yusuke Sakumoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The assignment problem on networks is a fundamental problem associated with various methods such as distributed computing and data delivery. Especially, in order to perform efficient data delivery, the necessary resources should be assigned near users while accomplishing the high fairness among users. Today’s communication networks are large and, users’ resource demands change from moment to moment. Therefore, resource allocation methods of data delivery should have scalability and robustness. In this paper, we design an autonomous adjustment mechanism that enables our autonomous decentralized resource allocation method to gain robustness against fluctuations in the amount of user’s resource demand. Through simulation experiments, we investigate the effectiveness of the autonomous adjustment mechanism. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Autonomous Decentralized Control / Resource Assignment / Markov Chain Monte Carlo / Information Synchronism |
| Paper # | CQ2022-10 |
| Date of Issue | 2022-05-05 (CQ) |
| Conference Information | |
| Committee | CQ / CS |
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| Conference Date | 2022/5/12(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Fukui (Fuku Pref.) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Optical/Wireless Access and Their Integration, Communication Behavior, QoE and Psychology, Assessment / Measurement / Control / Optimization of Communication Quality, Network Services, Wireless Networks, MIMO/Diversity/Multiplexing Techniques, etc. |
| Chair | Jun Okamoto(NTT) / Jun Terada(NTT) |
| Vice Chair | Takefumi Hiraguri(Nippon Inst. of Tech.) / Gou Hasegawa(Tohoku Univ.) / Daisuke Umehara(Kyoto Inst. of Tech.) |
| Secretary | Takefumi Hiraguri(NTT) / Gou Hasegawa(Ritsumeikan Univ.) / Daisuke Umehara(NICT) |
| Assistant | Yoshiaki Nishikawa(NEC) / Ryoichi Kataoka(KDDI Research) / Kimiko Kawashima(NTT) / Takahiro Yamaura(Toshiba) / Yuta Ida(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality / 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) | Study on an Autonomous Adaptive Mechanism for Robustness of the User-Aware Resource Assignment against Demand Fluctuation |
| Sub Title (in English) | |
| Keyword(1) | Autonomous Decentralized Control |
| Keyword(2) | Resource Assignment |
| Keyword(3) | Markov Chain Monte Carlo |
| Keyword(4) | Information Synchronism |
| 1st Author's Name | Keita Tatebe |
| 1st Author's Affiliation | Kwansei Gakuin University(Kwansei Gakuin Univ.) |
| 2nd Author's Name | Yusuke Sakumoto |
| 2nd Author's Affiliation | Kwansei Gakuin University(Kwansei Gakuin Univ.) |
| Date | 2022-05-12 |
| Paper # | CQ2022-10 |
| Volume (vol) | vol.122 |
| Number (no) | CQ-15 |
| Page | pp.pp.50-55(CQ), |
| #Pages | 6 |
| Date of Issue | 2022-05-05 (CQ) |