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Trustworthy Data Provisioning using In-Network Computation

Research Project

Project/Area Number 19H04105
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 60060:Information network-related
Research InstitutionKanazawa University (2020-2023)
National Institute of Information and Communications Technology (2019)

Principal Investigator

Li Ruidong  金沢大学, 電子情報通信学系, 准教授 (40536083)

Co-Investigator(Kenkyū-buntansha) 朝枝 仁  国立研究開発法人情報通信研究機構, ネットワーク研究所, 室長 (00449034)
大岡 睦  国立研究開発法人情報通信研究機構, ネットワーク研究所, 研究員 (20816152)
Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥17,290,000 (Direct Cost: ¥13,300,000、Indirect Cost: ¥3,990,000)
Fiscal Year 2022: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2021: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2019: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Keywordsネットワーク / 情報システム / ネットワーク内処理 / ブロックチェーン / ネットワークインテリジェンス / ブロックチェン
Outline of Research at the Start

スマートコミュニティの実現には、各コミュニティが分断された状況やユーザのモビリティに起因する通信品質の不安定性に配慮する必要があり、これらの問題を解決すべく、ブロックチェーン、機械学習、情報指向ネットワーキング技術をシームレスに融合する技術を研究開発し、全てのユーザに対して効率的かつ高信頼なデータ提供を実現する。

Outline of Final Research Achievements

In order to realize smart communities, it is necessary to take into account the instability of communication quality caused by the segmentation of communities and user mobility. To solve these problems, we have been working on four issues, “technology for efficient integration of segmented communities” “smart data distribution strategy” “distributed trust management” and “data lifecycle protection design”. Circumventing these issues, we integrated blockchain, machine learning, information-oriented networking techniques to design and evaluate new technologies, and published 23 journal papers, 7 international conference papers, and delivered 1 keynote speech and 3 invited talks. We also organized 11 international research meetings. Through this project, we have promoted researches in our field and made significant scientific contributions.

Academic Significance and Societal Importance of the Research Achievements

スマートコミュニティとは、地理的な地域や論理的な社会集団のことであり、その規模は近隣から複数のカントリーに跨る地域まで様々である。本研究では分断されたコミュニティと断続的に接続されるモバイルデバイスに注目している。このシナリオでは、インターネットへの接続が失われたり不安定になったりする可能性があり、分離されたコミュニティの人々は孤立し、情報に容易にアクセスしたり、アップロードしたり、共有したりすることが困難である。本研究は、このような状況でも人々が互いに信頼できる情報交換やコミュニケーションを維持できるようにするために重要であり、観光、災害、車両ネットワーク等のシナリオにおいて非常に役に立つ。

Report

(5 results)
  • 2023 Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • Research Products

    (61 results)

All 2023 2022 2021 2020 2019 Other

All Int'l Joint Research (14 results) Journal Article (22 results) (of which Int'l Joint Research: 18 results,  Peer Reviewed: 19 results) Presentation (12 results) (of which Int'l Joint Research: 8 results,  Invited: 3 results) Funded Workshop (13 results)

  • [Int'l Joint Research] Embry-Riddle Aeronautical University(米国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] University of Windsor(カナダ)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Fordham University(米国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Xian Jiaotong University(中国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Embry-Riddle Aeronautical University(米国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] University of Technology Sydney(オーストラリア)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] Xian Jiaotong University(中国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] University of Technology Sydney(オーストラリア)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] University of Gottingen(ドイツ)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] Temple University(米国)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] Xianjiaotong University(中国)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] University of California, Davis/University of California, Berkeley(米国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] University of Technology Sydney(オーストラリア)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] Shanghai University(中国)

    • Related Report
      2019 Annual Research Report
  • [Journal Article] DNN Migration in IoTs: Emerging Technologies, Current Challenges and Open Research Directions2023

    • Author(s)
      Min Xue, Huaming Wu, and Ruidong Li,
    • Journal Title

      IEEE Consumer Electronics Magazine

      Volume: 12 Issue: 3 Pages: 28-38

    • DOI

      10.1109/mce.2022.3159348

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Double Deep Q-Network Based Dynamic Framing Offloading in Vehicular Edge Computing2023

    • Author(s)
      Huijun Tang, Huaming Wu, Guanjin Qu, Ruidong Li
    • Journal Title

      IEEE Transactions on Network Science and Engineering

      Volume: 10 Issue: 3 Pages: 1297-1310

    • DOI

      10.1109/tnse.2022.3172794

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Deep Subdomain Adaptation Network With Attention Mechanism for Malware Variant Traffic Identification at an IoT Edge Gateway2023

    • Author(s)
      Xiaoyan Hu, Cheng Zhu, Guang Cheng, Ruidong Li, Hua Wu, Jian Gong
    • Journal Title

      IEEE Internet of Things Journal

      Volume: 10 Issue: 5 Pages: 3814-3826

    • DOI

      10.1109/jiot.2022.3160755

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Mobile Wireless Rechargeable UAV Networks: Challenges and Solutions2022

    • Author(s)
      Yuntao Wang, Zhou Su, Ning Zhang, Ruidong Li
    • Journal Title

      IEEE Communications Magazine

      Volume: 60 Issue: 3 Pages: 33-39

    • DOI

      10.1109/mcom.001.2100731

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] EosDNN: An Efficient Offloading Scheme for DNN Inference Acceleration in Local-Edge-Cloud Collaborative Environments2022

    • Author(s)
      Min Xue, Huaming Wu, Ruidong Li, Minxian Xu, Pengfei Jiao
    • Journal Title

      IEEE Transactions on Green Communications and Networking

      Volume: 6 Issue: 1 Pages: 248-264

    • DOI

      10.1109/tgcn.2021.3111731

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] CON: A Computation-Oriented Network for Efficient Edge Intelligence2022

    • Author(s)
      Ruidong Li, Tomoki Hirayama, Kaiping Xue, Peiying Ruan, Hitoshi Asaeda
    • Journal Title

      IEEE Network

      Volume: 36 Issue: 5 Pages: 160-166

    • DOI

      10.1109/mnet.001.2200200

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Green Parallel Online Offloading for DSCI-Type Tasks in IoT-Edge Systems2022

    • Author(s)
      Junqi Chen, Huaming Wu, Ruidong Li, Pengfei Jiao
    • Journal Title

      IEEE Transactions on Industrial Informatics

      Volume: 18 Issue: 11 Pages: 7955-7966

    • DOI

      10.1109/tii.2022.3167668

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Joint Channel Allocation and Data Delivery for UAV-Assisted Cooperative Transportation Communications in Post-Disaster Networks2022

    • Author(s)
      Minghui Dai, Tom H. Luan, Zhou Su, Ning Zhang, Qichao Xu, Ruidong Li
    • Journal Title

      IEEE Transactions on Intelligent Transportation Systems

      Volume: 23 Issue: 9 Pages: 16676-16689

    • DOI

      10.1109/tits.2022.3178789

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Identifying Ethereum traffic based on an active node library and DEVp2p features2022

    • Author(s)
      Xiaoyan Hu, Cheng Zhu, Zhongqi Tong, Wenjie Gao, Guang Cheng, Ruidong Li, Hua Wu, Jian Gong
    • Journal Title

      Future Generation Computer Systems

      Volume: 132 Pages: 162-177

    • DOI

      10.1016/j.future.2022.02.012

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Deep-Learning-Driven Secure Offline Blockchain in a Cyber-Physical Social System2022

    • Author(s)
      Rui Xing, Zhou Su, Tom. H. Luan, Ruidong Li
    • Journal Title

      IEEE Network

      Volume: 36 Issue: 6 Pages: 221-228

    • DOI

      10.1109/mnet.111.2100700

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Deep-Reinforcement-Learning-Based Intrusion Detection in Aerial Computing Networks2021

    • Author(s)
      Jing Tao, Ting Han, and Ruidong Li
    • Journal Title

      IEEE Network

      Volume: 35 Issue: 4 Pages: 66-72

    • DOI

      10.1109/mnet.011.2100068

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] DMRO: A Deep Meta Reinforcement Learning-based Task Offloading Framework for Edge-Cloud Computing2021

    • Author(s)
      Guanjin Qu, Huaming Wu, Ruidong Li, and Pengfei Jiao
    • Journal Title

      IEEE Transactions on Network and Service Management

      Volume: 18 Issue: 3 Pages: 3448-3459

    • DOI

      10.1109/tnsm.2021.3087258

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] SEDMDroid: An enhanced stacking ensemble of deep learning framework for Android malware detection2021

    • Author(s)
      Huijuan Zhu, Yang Li, Ruidong Li, Jianqiang Li, Zhuhong You, and Houbing Song
    • Journal Title

      IEEE Transactions on Network Science and Engineering

      Volume: 8 Issue: 2 Pages: 984-994

    • DOI

      10.1109/tnse.2020.2996379

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Software-Defined-Networking- Enabled Approach for Edge-Cloud Computing in the Internet of Things2021

    • Author(s)
      Minghui Dai, Zhou Su, Ruidong Li, and Shui Yu
    • Journal Title

      IEEE Network

      Volume: 35 Issue: 5 Pages: 66-73

    • DOI

      10.1109/mnet.101.2100052

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] UAV Enabled Content Distribution for Internet of Connected Vehicles in 5G Heterogeneous Networks2021

    • Author(s)
      Zhou Su, Minghui Dai, Qichao Xu, Ruidong Li, and Hongbing Zhang
    • Journal Title

      IEEE Transactions on Intelligent Transportation Systems

      Volume: 22 Issue: 8 Pages: 5091-5102

    • DOI

      10.1109/tits.2020.3043351

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] ChainFL: A Simulation Platform for Joint Federated Learning and Blockchain in Edge/Cloud Computing Environments2021

    • Author(s)
      Guanjin Qu, Naichuan Cui, Huaming Wu, Ruidong Li, and Yuemin Ding
    • Journal Title

      IEEE Transactions on Industrial Informatics

      Volume: 18 Issue: 5 Pages: 3572-3581

    • DOI

      10.1109/tii.2021.3117481

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Achieving High Throughput for Heterogeneous Networks with Consecutive Caching and Adaptive Retrieval2020

    • Author(s)
      Ruidong Li, Kazuhisa Matsuzono, Hitoshi Asaeda, Xiaoming Fu
    • Journal Title

      IEEE Transactions on Network Science and Engineering

      Volume: 7 Issue: 4 Pages: 2443-2455

    • DOI

      10.1109/tnse.2020.3010939

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Q-Learning-Based Spectrum Access for Content Delivery in Mobile Networks2020

    • Author(s)
      Zhou Su, Minghui Dai, Qichao Xu, Ruidong Li, Shu Fu
    • Journal Title

      IEEE Transactions on Cognitive Communications and Networking

      Volume: 6 Issue: 1 Pages: 35-47

    • DOI

      10.1109/tccn.2020.2971688

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Generative adversarial networks enhanced location privacy in 5G networks2020

    • Author(s)
      Youyang Qu, Jingwen Zhang, Ruidong Li, Xiaoning Zhang, Xuemeng Zhai, Shui Yu
    • Journal Title

      Science China Information Sciences

      Volume: 63 Issue: 12 Pages: 12-12

    • DOI

      10.1007/s11432-019-2834-x

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Blockchain Based Data Security for Artificial Intelligence Applications in 6G Networks2020

    • Author(s)
      Weiwei Li, Zhou Su, Ruidong Li, Kuan Zhang, Yuntao Wang
    • Journal Title

      IEEE Network

      Volume: 34 Issue: 6 Pages: 31-37

    • DOI

      10.1109/mnet.021.1900629

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] An Edge-Driven Security Framework for Intelligent Internet of Things2020

    • Author(s)
      Minghui Dai, Zhou Su, Ruidong Li, Yuntao Wang, Jianbing Ni, Dongfeng Fang
    • Journal Title

      IEEE Network

      Volume: 34 Issue: 5 Pages: 39-45

    • DOI

      10.1109/mnet.011.2000068

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Blockchain-Based Data Life Cycle Protection Framework for Information-Centric Networks2019

    • Author(s)
      Ruidong Li, Hitoshi Asaeda
    • Journal Title

      IEEE Communications Magazine

      Volume: 57 Issue: 6 Pages: 20-25

    • DOI

      10.1109/mcom.2019.1800718

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Presentation] Performance Investigations on Integrating Federated Learning with Future Networks2023

    • Author(s)
      Shun Fukumoto, Ruidong Li, and Zhou Su
    • Organizer
      IEEE International Conference on Communications (ICC)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] User-centric In-network Caching Mechanism for Off-chain Storage with Blockchain2022

    • Author(s)
      Hiroaki Yamanaka, Yuuichi Teranishi, Yusaku Hayamizu, Atsushi Ooka, Kazuhisa Matsuzono, Ruidong Li, and Hitoshi Asaeda
    • Organizer
      IEEE International Conference on Communications (ICC)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ScalaCert: Scalability-Oriented PKI with Redactable Consortium Blockchain Enabled ``On-Cert'' Certificate Revocation2022

    • Author(s)
      Xinyi Luo, Zhuo Xu, Kaiping Xue, Qiantong Jiang, Ruidong Li and David Wei
    • Organizer
      IEEE 42nd International Conference on Distributed Computing Systems (ICDCS)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Demand and Responsiveness-based Caching Strategy for Network Coding Enabled NDN2022

    • Author(s)
      Xiaoyan Hu, Jun Yin, Shaoqi Zheng, Ruidong Li, Guang Cheng, and Jian Gong
    • Organizer
      IEEE Global Communications Conference (GLOBECOM 2020)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Towards Network Coding and Request Pipelining Enabled NDN for Big Data Transmission2022

    • Author(s)
      Xiaoyan Hu, Xiaoyi Song, Shaoqi Zheng, Ruidong Li, Guang Cheng, and Jian Gong
    • Organizer
      IEEE Global Communications Conference (GLOBECOM 2020)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] User-centric In-network Caching Mechanism for Off-chain Storage with Blockchain2022

    • Author(s)
      Hiroaki Yamanaka, Yuuichi Teranishi, Yusaku Hayamizu, Atsushi Ooka, Kazuhisa Matsuzono, Ruidong Li, and Hitoshi Asaeda
    • Organizer
      IEEE International Conference on Communications (ICC 2022)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] VFC-Based Cooperative UAV Computation Task Offloading for Post-disaster Rescue2020

    • Author(s)
      Weiwei Chen, Zhou Su, Qichao Xu, Tom H. Luan, Ruidong Li
    • Organizer
      IEEE Conference on Computer Communications (IEEE INFOCOM 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Keynote: Blockchain Meets In-Network Big Data Sharing2020

    • Author(s)
      Ruidong Li
    • Organizer
      5th International Conference on Big Data and Computing
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] Invited Talk: Data Life-Cycle Protection for Ubiquitous Data Sharing2020

    • Author(s)
      Ruidong Li
    • Organizer
      IEICE Network Systems Kenkyukai
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] DIBN: A Decentralized Information-Centric Blockchain Network2019

    • Author(s)
      Ruidong Li, Hitoshi Asaeda
    • Organizer
      IEEE Global Communications Conference 2019 (GLOBECOM 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Blockchain for/with Information-Centric Network2019

    • Author(s)
      Ruidong Li, Hitoshi Asaeda
    • Organizer
      IEICE Digital Service Platform Technology Kenkyukai
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] BDLP: A Blockchain-based Data Lifecycle Protection Framework for Information-Centric Network2019

    • Author(s)
      Ruidong Li, Hitoshi Asaeda
    • Organizer
      IEICE SeMI Kenkyukai
    • Related Report
      2019 Annual Research Report
  • [Funded Workshop] IEEE INFOCOM 2022 The fourth International Workshop on Intelligent Cloud Computing and Networking (ICCN 2022)2022

    • Related Report
      2022 Annual Research Report
  • [Funded Workshop] 5th International Conference on Hot Information-Centric Networking (HotICN 2022)2022

    • Related Report
      2022 Annual Research Report
  • [Funded Workshop] 11th International Conference on MOBILe Wireless MiddleWARE, Operating Systems, and Applications (MOBILWARE 2022)2022

    • Related Report
      2022 Annual Research Report
  • [Funded Workshop] IEEE INFOCOM 2021 The third International Workshop on Intelligent Cloud Computing and Networking (ICCN 2021)2021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] IEEE/ACM International Symposium on Quality of Service 2021 (IWQoS 2021)2021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] The 17th International Conference on Mobility, Sensing and Networking (MSN 2021)2021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] The 14th International Conference on Cyber Physical and Social Computing (CPSCom 2021)2021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] IEEE INFOCOM 2020 International Workshop on Intelligent Cloud Computing and Networking (ICCN)2020

    • Related Report
      2020 Annual Research Report
  • [Funded Workshop] 2nd conference on Blockchain Research & Applications for Innovative Networks and Services (BRAINS 2020)2020

    • Related Report
      2020 Annual Research Report
  • [Funded Workshop] IEEE ICDCS 2020 The Second International Workshop on Network Meets Intelligent Computations (NMIC 2020)2020

    • Related Report
      2020 Annual Research Report
  • [Funded Workshop] The 16th International Conference on Mobility, Sensing and Networking (IEEE MSN 2020)2020

    • Related Report
      2020 Annual Research Report
  • [Funded Workshop] IEEE INFOCOM 2020 The Second International Workshop on Intelligent Cloud Computing and Networking (ICCN 2020)2019

    • Related Report
      2019 Annual Research Report
  • [Funded Workshop] IEEE ICDCS 2020 The Second International Workshop on Network Meets Intelligent Computations (NMIC 2020)2019

    • Related Report
      2019 Annual Research Report

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Published: 2019-04-18   Modified: 2025-01-30  

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