The invention relates to the technical field of traffic block chains, and discloses a block chain fragment optimization method and system based on traffic flow prediction, and the method comprises the steps: obtaining historical traffic flow data of a block chain network, constructing a traffic flow prediction model, and generating predicted traffic flow data; acquiring operation data in real time, and triggering a fragment adjustment mechanism according to a comparison result of real-time characteristics and a threshold value; under the adjustment mechanism, optimizing a fragmentation scheme, and dynamically adjusting fragmentation configuration; through the method, the processing capability and efficiency of the block chain network can be improved, and the dynamic change of the traffic flow can be effectively coped with.

    本发明涉及交通区块链技术领域,公开了基于交通流量预测的区块链分片优化方法及系统,该方法包括获取区块链网络的历史交通流量数据,构建交通流量预测模型,生成预测交通流量数据;实时获取运行数据,根据实时特征与阈值比较结果触发分片调整机制;在调整机制下,优化分片方案,动态调整分片配置;通过该方法,可提高区块链网络的处理能力和效率,有效应对交通流量的动态变化。


    Access

    Download


    Export, share and cite



    Title :

    Block chain fragment optimization method and system based on traffic flow prediction


    Additional title:

    基于交通流量预测的区块链分片优化方法及系统


    Contributors:
    SHENG XIAOFEI (author) / LI JIN (author) / XU WEI (author)

    Publication date :

    2025-05-27


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    Traffic flow prediction method based on block chain and federal learning fusion

    ZHI HUI / DUAN MIAOMIAO / WANG YANING et al. | European Patent Office | 2023

    Free access

    Traffic signal control optimization analysis system based on block chain

    XIAO ZHIZHONG / YANG JI / YANG LULU et al. | European Patent Office | 2021

    Free access

    Traffic jam prediction system and method based on homomorphic encryption and block chain

    DONG ZHENJIANG / DAI PENG / DONG JIANKUO et al. | European Patent Office | 2023

    Free access

    Traffic flow collection system and method based on crowdsourcing and block chain

    LI ZILONG / BAO RONG / ZHU WEIDONG et al. | European Patent Office | 2020

    Free access

    Travel chain planning method and system based on traffic flow prediction

    YAN MEI / FENG XU / LI MENGLIN et al. | European Patent Office | 2024

    Free access