鐘 雷
Lei Zhong
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無線通信ネットワーク
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所属
- コネクティッドカンパニー
コネクティッド先行開発部
InfoTech
- コネクティッドカンパニー
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学位・経歴
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2018-
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トヨタ自動車(株)
大規模車両データ収集・配信のための多段分散通信技術の研究開発・規格化
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2015-
2017 -
国立情報学研究所、東京大学
ビッグデータ分析による耐災害無線通信ネットワークに関する研究
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2012-
2015 -
情報通信研究機構
新世代ネットワークにおける無線通信ネットワーク仮想化とIoTに関する研究開発
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2011-
2012 -
情報・システム研究機構
パーソナルデータ利活用のためにプライバシー保護について技術を研究
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2011
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総合研究大学院大学 博士(情報学)
次世代無線ネットワークにおけるマルチユーザー空間分割多重化方式の最適化に関する研究
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主な論文・著書・講演
論文、技術報告
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On-device Federated Learning with Fuzzy Logic based Client Selection, ACM, ACM RACS 2022
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An Communication-Efficient Distributed Machine Learning Scheme in Vehicular Network, ACM, ACM RACS 2022
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Toward Efficient Blockchain for the Internet of Vehicles with Hierarchical Blockchain Resource Scheduling, MDPI, MDPI Electronics, 2022
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Fuzzy Logic based Client Selection for Federated Learning in Vehicular Networks, IEEE, IEEE Open Journal of the Computer Society, 2022
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Communication Resources Management based on Spectrum Sensing for Vehicle Platooning, IEEE, IEEE Transactions on Intelligent Transportation Systems, 2022
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Intelligent Network Slicing with Edge Computing for Internet of Vehicles, IEEE Access journal
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"Driving Data to the Edge: The Challenge of Traffic Distribution", Techinical Report, Automotive Edge Computing Consortium, 2019.
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"Building Dynamic Mapping with CUPS for Next Generation Automotive Edge Computing", IEEE CloudNet 2019.
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"Mission Planning for UAV-based Opportunistic Disaster Recovery Networks", IEEE CCNC, Jan. 2018.
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"Population-aware relay placement for wireless multi-hop based network disaster recovery", IEEE GLOBECOM , Dec. 2017.
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"Spatio-temporal data-driven analysis of mobile network availability during natural disasters", IEEE ICT-DM, Dec. 2016. (Best Paper Award)
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ほか、30件
講演
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AECC Panel Discussion: Edge Computing in the Automotive Industry, Informa, 5G World Summit
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A Scalable Blockchain-based High-Definition Map Update Management System, IEEE International Smart Cities Conference 2021
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Service-aware 5G/B5G Cellular Networks for Future Connected Vehicles, IEEE International Smart Cities Conference 2021
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"Driving Data to the Edge - Challenges and Solutions in Automotive Edge Computing", Industry Panel, IEEE Global Communications Conference, 2019.
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"Automotive Edge Computing for Connected Vehicles", 依頼講演, 電子情報通信学会ソサイエティ大会, 2019.
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"Insights from the applied edge", Industry Panel, ACM/IEEE Symposium on Edge Computing, 2018.
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Future Vehicles Summit, Industry Panel, Mobile World Congress Shanghai 2018.
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