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Integration of Distributed Ledger and Edge Computing Technologies for QoS-guaranteed Service Provision in Mobile Networks

Research Project

Project/Area Number 19K20251
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 60060:Information network-related
Research InstitutionChiba University

Principal Investigator

Kien Nguyen  千葉大学, 大学院工学研究院, 助教 (80647222)

Project Period (FY) 2019-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2020: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2019: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywordsdistributed ledger / QoS gurantee / micropayment / IOTA / Ethereum / IoT / mobile networks / wireless networks / mobile / blockchain / wireless / network / QoS / Distributed ledger / Network / Distributed Ledger / Edge Computing / SDN
Outline of Research at the Start

1) The standard edge computing (such as ETSI mobile edge) with several networking technologies will be upgraded to include the QoS provisioning and DLT-authorized algorithms. Following the application requirements, we expect to devise the edge with QoS-guaranteed and DLT, which efficiently manages computing and communication.

2) We target the efficient interaction between different edge entities with the deep considerations of both networking and computing aspects. We expect to propose new decentralized resource provisioning mechanisms for the edge in a scalable, elastic manner.

Outline of Final Research Achievements

This project has investigated the feasible adoption and two distributed ledger technologies (DLTs), Ethereum and IOTA, in mobile wireless networks, including the Internet of Things. First, we have evaluated and analyzed various performance parameters of such technologies in real settings, such as latency, throughput, recovery time, etc., aiming to characterize the fundamental performance units. Moreover, we use a theoretical approach to model and understand the DLT's performance on a significant scale. Second, we have introduced several practical prototypes: QoS-guaranteed wireless networks with mobile payments using distributed ledgers, IoT data exchange with micropayment, etc. In the former, the DLT seamlessly combines with SDN for QoS-guaranteed provision. In the latter, a new system and method for exchanging IoT data with benefits have been proposed.

Academic Significance and Societal Importance of the Research Achievements

The research results will provide a new approach for realizing pay-as-you-go features in mobile wireless networks. Moreover, they will contribute to facilitating the sharing of IoT data with profits. Both of them will be expected to be widespread in Society 5.0.

Report

(4 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (54 results)

All 2022 2021 2020 2019

All Journal Article (16 results) (of which Int'l Joint Research: 9 results,  Peer Reviewed: 15 results,  Open Access: 9 results) Presentation (38 results) (of which Int'l Joint Research: 29 results,  Invited: 1 results)

  • [Journal Article] On the Latency Performance in Private Blockchain Networks2022

    • Author(s)
      Chen Xuan、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      IEEE Internet of Things Journal

      Volume: - Issue: 19 Pages: 1-15

    • DOI

      10.1109/jiot.2022.3165666

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Implementation of Micropayment System Using IoT Devices2021

    • Author(s)
      Nakada Ryota、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      Journal of Signal Processing

      Volume: 25 Issue: 4 Pages: 137-140

    • DOI

      10.2299/jsp.25.137

    • NAID

      130008060220

    • ISSN
      1342-6230, 1880-1013
    • Year and Date
      2021-07-01
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] QIH: An Efficient Q-Learning Inspired Hole-Bypassing Routing Protocol for WSNs2021

    • Author(s)
      Le Nguyen Phi、Nguyen Nang Hung、Dinh Tuan Anh Nguyen、Le Khanh、Nguyen Thanh Hung、Nguyen Kien
    • Journal Title

      IEEE Access

      Volume: 9 Pages: 123414-123429

    • DOI

      10.1109/access.2021.3108156

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An On-Demand Charging for Connected Target Coverage in WRSNs Using Fuzzy Logic and Q-Learning2021

    • Author(s)
      Nguyen Phi Le、La Van Quan、Nguyen Anh Duy、Nguyen Thanh Hung、Nguyen Kien
    • Journal Title

      Sensors

      Volume: 21 Issue: 16 Pages: 5520-5520

    • DOI

      10.3390/s21165520

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Empowering 5G Mobile Devices With Network Softwarization2021

    • Author(s)
      Nguyen Kien、Nguyen Phi Le、Li Zhetao、Sekiya Hiroo
    • Journal Title

      IEEE Transactions on Network and Service Management

      Volume: 18 Issue: 3 Pages: 2492-2501

    • DOI

      10.1109/tnsm.2021.3094871

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decentralizing Private Blockchain-IoT Network with OLSR2021

    • Author(s)
      Chen Xuan、Tian Shujuan、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      Future Internet

      Volume: 13 Issue: 7 Pages: 168-168

    • DOI

      10.3390/fi13070168

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Experimental Study on Performance of Private Blockchain in IoT Applications2021

    • Author(s)
      Chen Xuan, Kien Nguyen, Hiroo Sekiya
    • Journal Title

      Elsevier Peer-to-Peer Networking and Applications

      Volume: ND Issue: 5 Pages: 3075-3091

    • DOI

      10.1007/s12083-021-01148-9

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analytical Evaluation of a WLAN with Dense Network Nodes Considering Capture Effect2020

    • Author(s)
      KANEMATSU Takeshi、YOSHIDA Yuto、LI Zhetao、PEI Tingrui、CHOI Young-June、NGUYEN Kien、SEKIYA Hiroo
    • Journal Title

      IEICE Transactions on Communications

      Volume: E103.B Issue: 7 Pages: 815-825

    • DOI

      10.1587/transcom.2019EBT0003

    • NAID

      130007867635

    • ISSN
      0916-8516, 1745-1345
    • Year and Date
      2020-07-01
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Throughput and Delay Analysis of IEEE 802.11-Based Tree-Topology Networks2020

    • Author(s)
      Kanematsu Takeshi、Wan Yin、Sanada Kosuke、Li Zhetao、Pei Tingrui、Choi Young-June、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      IEEE Open Journal of the Communications Society

      Volume: 1 Pages: 1295-1305

    • DOI

      10.1109/ojcoms.2020.3021129

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Throughput and delay analysis for IEEE 802.11 multi-hop networks considering data rate2020

    • Author(s)
      Kanematsu Takeshi、Sanada Kosuke、Li Zhetao、Pei Tingrui、Choi Young-June、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      International Journal of Distributed Sensor Networks

      Volume: 16 Issue: 9 Pages: 155014772095926-155014772095926

    • DOI

      10.1177/1550147720959262

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Path-Length Efficient, Low-Overhead, Load-Balanced Routing Protocol for Maximum Network Lifetime in Wireless Sensor Networks with Holes2020

    • Author(s)
      Nguyen Phi Le、Nguyen Thanh Hung、Nguyen Kien
    • Journal Title

      Sensors

      Volume: 20 Issue: 9 Pages: 2506-2506

    • DOI

      10.3390/s20092506

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Throughput Analysis of IEEE 802.11 WLANs with Inter-Network Interference2020

    • Author(s)
      Liu Jingwei、Aoki Takumi、Li Zhetao、Pei Tingrui、Choi Young-june、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      Applied Sciences

      Volume: 10 Issue: 6 Pages: 2192-2192

    • DOI

      10.3390/app10062192

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Enhancing Multipath TCP Initialization with SYN Duplication2019

    • Author(s)
      NGUYEN Kien、KIBRIA Mirza Golam、ISHIZU Kentaro、KOJIMA Fumihide
    • Journal Title

      IEICE Transactions on Communications

      Volume: E102.B Issue: 9 Pages: 1904-1913

    • DOI

      10.1587/transcom.2018EBP3208

    • NAID

      130007699823

    • ISSN
      0916-8516, 1745-1345
    • Year and Date
      2019-09-01
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] TELPAC: A time and energy efficient protocol for locating and patching coverage holes in WSNs2019

    • Author(s)
      Le Nguyen Phi、Nguyen Kien、Vu Huy、Ji Yusheng
    • Journal Title

      Journal of Network and Computer Applications

      Volume: 147 Pages: 102439-102439

    • DOI

      10.1016/j.jnca.2019.102439

    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Journal Article] An Effective Metaheuristic for Multiple Traveling Repairman Problem with Distance Constraints2019

    • Author(s)
      Ban Ha-Bang、Nguyen Duc-Nghia、Nguyen Kien
    • Journal Title

      Computing and Informatics

      Volume: 38 Issue: 4 Pages: 883-916

    • DOI

      10.31577/cai_2019_4_883

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Hybrid Precoding for mmWave Massive MIMO Systems With Partially Connected Structure2019

    • Author(s)
      Li Nanxi、Wei Zaixue、Yang Hongwen、Zhang Xin、Yang Dacheng
    • Journal Title

      IEEE Access

      Volume: 5 Pages: 15142-15151

    • DOI

      10.1109/access.2017.2720163

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Recovery Time Evaluation of Ad-hoc Routing Protocols in IoT-Blockchain2022

    • Author(s)
      Yue Su, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Host-based Investigation of IPv6 in Academia: The Cases of Japan and Vietnam2022

    • Author(s)
      Kien Nguyen, Phi Le Nguyen, Hiroo Sekiya
    • Organizer
      IEEE Consumer Communications & Networking Conference (CCNC) 2022
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A QoS-guaranteed System with Software Defined Networking and Micropayment2021

    • Author(s)
      Hideya Masaki, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE Asia-Pacific Conference on Communications (APCC) 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Comparison of Distributed Ledger Technologies in IoT: IOTA Versus Ethereum2021

    • Author(s)
      Xuan Chen, Ryota Nakada, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE International Symposium on Communications and Information Technologies (ISCIT 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An IOTA-Based Micropayment System for Air Quality Monitoring Application2021

    • Author(s)
      Ryota Nakada, Zhetao Li, Tingrui Pei, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE 94th Vehicular Technology Conference (VTC2021-Fall)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-Agent Multi-Armed Bandit Learning for Offloading Delay Minimization in V2X Networks2021

    • Author(s)
      Nang Hung Nguyen, Phi Le Nguyen, Hieu Dinh, Thanh Hung Nguyen, Kien Nguyen
    • Organizer
      IEEE international conference on embedded and ubiquitous computing (EUC 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluating Congestion Control Algorithms of Raspberry Pi in Wi-Fi Network2021

    • Author(s)
      Yuki Horie, Do Thi Thu Hien, Kien Nguyen, Hiroo Sekiya
    • Organizer
      RISP NCSP 2021
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Implementation of Micropayment System Using IoT Devices2021

    • Author(s)
      Ryota Nakada Kien Nguyen, Hiroo Sekiya
    • Organizer
      RISP NCSP 2021
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Investigating Dynamic Mining Time of Private Ethereum Blockchain on IoT Devices2021

    • Author(s)
      Xuan Chen, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEICE General Conference 2021
    • Related Report
      2020 Research-status Report
  • [Presentation] Performance Evaluation of MPTCP-based IoT Router with Multiple Radios2020

    • Author(s)
      Taichi Tsuru, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEICE ICETC 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] An (e-1)(2e-1)-Approximation Algorithm for Maximizing Coverage Capability in Mobile Air Quality Monitoring Systems2020

    • Author(s)
      Viet Dung Nguyen, Phi Le Nguyen, Trung Hieu Nguyen, Kien Nguyen, Phan Thuan Do
    • Organizer
      IEEE NCA 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Q-learning-based, Optimized On-demand Charging Algorithm in WRSN2020

    • Author(s)
      Van Quan La, Phi Le Nguyen, Thanh-Hung Nguyen, Kien Nguyen
    • Organizer
      IEEE NCA 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Investigation of Delay-guaranteed Mechanism in Wi-Fi Networks with Multiple Traffic Flows2020

    • Author(s)
      Hiroaki Motohashi, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE ICAIT 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Enabling P4-based Multipath Communication in Wireless Networks2020

    • Author(s)
      Hiroaki Motohashi, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE GLOBECOM WORKSHOP 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Comparison of Congestion Control Algorithms in Emulated Wi-Fi Networks2020

    • Author(s)
      Yuki Horie, Do Thi Thu Hien, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE ICTC 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Modeling and Minimizing Latency in Three-tier V2X Networks2020

    • Author(s)
      Phi Le Nguyen, Ren-Hung Hwang, Pham Minh Khiem, Kien Nguyen, Ying-Dar Lin
    • Organizer
      IEEE GLOBECOM 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Monitoring Private Blockchain Performance on Non-mining Nodes2020

    • Author(s)
      Chen Xuan, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEICE NOLTA 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Review on Blockchain for Medical Delivery Drones in 5G-IoT Era: Progress and Challenges2020

    • Author(s)
      Partha Pratim Ray, Kien Nguyen
    • Organizer
      IEEE/CIC ICCC 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Characterizing Latency Performance in Private Blockchain Network2020

    • Author(s)
      Chen Xuan, Kien Nguyen, Hiroo Sekiya
    • Organizer
      EAI MONAMI 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Poster Abstract: Relaxing Network Selection for TCP Short Flows Using SYN Duplication2020

    • Author(s)
      Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE INFOCOM 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] IoTデバイスにおけるマイクロペイメントの実現可能性について2020

    • Author(s)
      中田涼太, グエン キエン, 関屋大雄
    • Organizer
      IEICE CQ 研究会
    • Related Report
      2020 Research-status Report
  • [Presentation] TCP Behavior on Multi-gigabit IEEE 802.11ad Link2020

    • Author(s)
      Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE ICGHIT
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Adaptive Caching for Beneficial Content Distribution in Information-Centric Networking2020

    • Author(s)
      Quang Ngoc Nguyen, Jairo Lopez, Toshitaka Tsuda, Takuro Sato, Kien Nguyen, Cutifa Safitri, Mohammad Arifuzzaman, Huu Thanh Nguyen
    • Organizer
      IEEE ICOIN
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Research on Multipath Transport Protocols in IoT Environment2020

    • Author(s)
      Taichi Tsuru, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEICE General
    • Related Report
      2019 Research-status Report
  • [Presentation] P4を用いたマルチパス通信の実装と評価,2020

    • Author(s)
      本橋宏彰, グエン キエン, 関屋大雄
    • Organizer
      IEICE CQ, March 2020
    • Related Report
      2019 Research-status Report
  • [Presentation] Wi-Fiネットワークにおける輻輳制御アルゴリズムの性能評価2020

    • Author(s)
      堀江有紀, グエン キエン、 関屋大雄
    • Organizer
      IEICE CQ, March 2020
    • Related Report
      2019 Research-status Report
  • [Presentation] Evolving Multipath TCP in Next Generation of Mobile Wireless Networks2019

    • Author(s)
      Kien Nguyen
    • Organizer
      IEEE ATC
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] A Software Defined Networking Approach for Guaranteeing Delay in Wi-Fi Networks2019

    • Author(s)
      Do Thi Thu Hien, Thanh Duc Ngo, Duy-Dinh Le, Hiroo Sekiya, Van-Hau Pham, Kien Nguyen
    • Organizer
      ACM SoICT
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Dynamic Routing Protocol for Maximizing Network Lifetime in WSNs with Holes2019

    • Author(s)
      Phi Le Nguyen, Thanh-Hung Nguyen, Kien Nguyen
    • Organizer
      ACM SoICT
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Exploiting Q-learning in Extending the Network Lifetime of Wireless Sensor Networks with Holes2019

    • Author(s)
      Khanh Le, Thanh-Hung Nguyen, Kien Nguyen, Phi Le Nguyen
    • Organizer
      IEEE ICPADS
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Targeting Bufferbloat in Wi-Fi Networks: An Emulator-based Approach2019

    • Author(s)
      Do Thi Thu Hien, Thanh Duc Ngo, Duy-Dinh Le, Hiroo Sekiya, Van-Hau Pham, Kien Nguyen
    • Organizer
      IEEE ISCIT
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Virtualization for Flexibility and Network- Aware on 5G Mobile Devices2019

    • Author(s)
      Kien Nguyen, Li Zhe-tao, Hiroo Sekiya
    • Organizer
      IEEE COMPSAC
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Experimental Study on Buffer Size in Multipath TCP Communication2019

    • Author(s)
      Kien Nguyen, Hiroo Sekiya
    • Organizer
      KMMS MITA
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Throughput analysis for IEEE 802.11 multi-hop networks considering transmission rate2019

    • Author(s)
      Takeshi Kanematsu, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE VTC Spring
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 仮想Wi-Fi システムにおけるマルチパスTCP輻輳制御の性能評価2019

    • Author(s)
      劉 経緯, グエン キエン, 関屋 大雄
    • Organizer
      コミュニケーションクオリティ研究会, Nov. 2019.
    • Related Report
      2019 Research-status Report
  • [Presentation] An Investigation of Wi-Fi Bufferbloat Using a Wireless Emulator2019

    • Author(s)
      Do Thi Thu Hien, Thanh Duc Ngo, Duy-Dinh Le, Hiroo Sekiya, Van-Hau Pham, Kien Nguyen
    • Organizer
      IEICE Society 2019
    • Related Report
      2019 Research-status Report
  • [Presentation] A Research on End Devices’ Network Softwarization2019

    • Author(s)
      Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEICE Society 2019
    • Related Report
      2019 Research-status Report
  • [Presentation] A Research on Multipath TCP Initialization in Wireless Networks2019

    • Author(s)
      Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEICE CQ, May 2019
    • Related Report
      2019 Research-status Report

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Published: 2019-04-18   Modified: 2023-12-25  

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