The architecture design of training data microservice based on blockchain technology

被引:0
|
作者
Bai, He [1 ]
Liu, Xin [1 ]
Wang, Wenjiang [1 ]
机构
[1] Zhengzhou Mobile Commun Grp Co, 11 Jingsan Rd, Zhengzhou, Peoples R China
关键词
blockchain; mzcroservzce development; data architecture;
D O I
10.1109/FAIML57028.2022.00032
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to build a data-driven service system and improve the scientific level of the training department's work efficiency, we adopt the concept of microservice development. Utilizing the distributed, fault-tolerant, and sharing characteristics, we apply blockchain technology to the back-end data system and deploy a lightweight front-end sharing architecture, realizing the design concept of training data microservice model. In this paper, we start with the actual needs of combining the characteristics of blockchain technology and training data, focusing on analyzing the application logic and applicable scenarios of blockchain technology in training data microservice. We propose the concept of credible data sharing service for on-chain storage and off-chain transmission, and designed a blockchain-based database access control mechanism. Finally, we propose the experiment and the conclusion to the application system development method of the service.
引用
收藏
页码:127 / 131
页数:5
相关论文
共 50 条
  • [1] A Microservice-enabled Architecture for Smart Surveillance using Blockchain Technology
    Nagothu, Deeraj
    Xu, Ronghua
    Nikouei, Seyed Yahya
    Chen, Yu
    2018 IEEE INTERNATIONAL SMART CITIES CONFERENCE (ISC2), 2018,
  • [2] Data Governance Architecture of Digital Grid Based on Blockchain Technology and Nanomaterial Technology
    Long, Yujiang
    Li, Xun
    Wei, Wei
    Long, Na
    INTEGRATED FERROELECTRICS, 2022, 228 (01) : 35 - 50
  • [3] System Architecture for Microservice-Based Data Exchange in the Manufacturing Plant Design Process
    Luong, Tommy
    Hoffmann, David
    Drees, Tobias
    Hypki, Alfred
    Kuhlenkötter, Bernd
    Procedia CIRP, 2024, 130 : 1416 - 1421
  • [4] Design of WeChat Service System Based on Microservice Architecture
    Wu, Sikai
    Wang, Xiao
    Zhu, Quanyin
    3RD ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI2018), 2018, 1069
  • [5] Massive Data Connection Architecture Design of Web Platform Based on Blockchain
    Cao, Hongping
    Cao, Hongxing
    Zhou, Hongwei
    Wu, Yifeng
    Xu, Siyu
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2023, 27 (05) : 855 - 865
  • [6] A Decentralized ETC Architecture Based on Blockchain Technology
    Huang, Shize
    Yang, Lingyu
    Yang, Xiaolu
    Li, Xinghua
    Gao, Fei
    JOURNAL OF ADVANCED TRANSPORTATION, 2021, 2021
  • [7] Design and Implementation of a Remote Care Application Based on Microservice Architecture
    Wizenty, Philip Nils
    Rademacher, Florian
    Sorgalla, Jonas
    Sachweh, Sabine
    SOFTWARE TECHNOLOGIES: APPLICATIONS AND FOUNDATIONS, 2018, 11176 : 549 - 557
  • [8] A dependable and secure consensus algorithm for blockchain assisted microservice architecture
    Ahmed, Mohiuddin
    Akhter, A. F. M. Suaib
    Rashid, A. N. M. Bazlur
    Pathan, Al-Sakib Khan
    COMPUTERS & ELECTRICAL ENGINEERING, 2023, 109
  • [9] Blockchain Meets Secured Microservice Architecture: A Trustworthy Consensus Algorithm
    Ahmed, Mohiuddin
    Akhter, A. F. M. Suaib
    Rashid, A. N. M. Bazlur
    Fahmideh, Mahdi
    Pathan, Al-Sakib Khan
    Anwar, Adnan
    WINSYS : PROCEEDINGS OF THE 19TH INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND MOBILE SYSTEMS, 2022, : 53 - 60
  • [10] Design of running training assistance system based on blockchain technology in wireless network
    Ma, Fuxing
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2021, 2021 (01)