鐘 雷

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

学位・経歴

• 2018-

  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

• 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

• 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

• 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

• 2011

  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

主な論文・著書・講演

論文、技術報告

• On-device Federated Learning with Fuzzy Logic based Client Selection, ACM, ACM RACS 2022

• An Communication-Efficient Distributed Machine Learning Scheme in Vehicular Network, ACM, ACM RACS 2022

• Toward Efficient Blockchain for the Internet of Vehicles with Hierarchical Blockchain Resource Scheduling, MDPI, MDPI Electronics, 2022

• Fuzzy Logic based Client Selection for Federated Learning in Vehicular Networks, IEEE, IEEE Open Journal of the Computer Society, 2022

• Communication Resources Management based on Spectrum Sensing for Vehicle Platooning, IEEE, IEEE Transactions on Intelligent Transportation Systems, 2022

• Intelligent Network Slicing with Edge Computing for Internet of Vehicles, IEEE Access journal

• "Driving Data to the Edge: The Challenge of Traffic Distribution", Techinical Report, Automotive Edge Computing Consortium, 2019.

• "Building Dynamic Mapping with CUPS for Next Generation Automotive Edge Computing", IEEE CloudNet 2019.

• "Mission Planning for UAV-based Opportunistic Disaster Recovery Networks", IEEE CCNC, Jan. 2018.

• "Population-aware relay placement for wireless multi-hop based network disaster recovery", IEEE GLOBECOM , Dec. 2017.

• "Spatio-temporal data-driven analysis of mobile network availability during natural disasters", IEEE ICT-DM, Dec. 2016. (Best Paper Award)

• ほか、30件

講演

• AECC Panel Discussion: Edge Computing in the Automotive Industry, Informa, 5G World Summit

• A Scalable Blockchain-based High-Definition Map Update Management System, IEEE International Smart Cities Conference 2021

• Service-aware 5G/B5G Cellular Networks for Future Connected Vehicles, IEEE International Smart Cities Conference 2021

• "Driving Data to the Edge - Challenges and Solutions in Automotive Edge Computing", Industry Panel, IEEE Global Communications Conference, 2019.

• "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.

• "Insights from the applied edge", Industry Panel, ACM/IEEE Symposium on Edge Computing, 2018.

• Future Vehicles Summit, Industry Panel, Mobile World Congress Shanghai 2018.