With the rapid development of high-speed railway, the equipment life-cycle management data are generated in large scales which run through the period of production, operation, maintenance, falling into a notion of Big Data. There is broad recognition of value of data and information obtained through analyzing it. The exponential growth in the amount of railway-related data means that revolutionary measures are needed for data management, analysis and accessibility. At present, the promise of data-driven decision-making is now being recognized broadly. How to store the big data efficiently, reliably and cheaply are important research topics. This paper proposes a framework of data management of high-speed railway equipment, where cloud computing provides a feasible technical solution combined with MapReduce programming model based on Hadoop platform. These models are capable of considering the characteristics of data and processing demand in management of High-speed railway equipment. Finally, we summarize the challenges and opportunities with Big Data for application of China railway and point out there is more than enough that we can work on.


    Zugriff

    Zugriff über TIB

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Research on Big Data Management for High-Speed Railway Equipment


    Beteiligte:
    Shao, Yi-Qi (Autor:in) / Liu, Ren-Kui (Autor:in) / Wang, Fu-Tian (Autor:in) / Chen, Ming-Dian (Autor:in)


    Erscheinungsdatum :

    2013


    Format / Umfang :

    5 Seiten




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Print


    Sprache :

    Englisch




    Research on High-Speed Railway Safety Management Based on Global Data Management

    Liu, Chang / Chang, Dan / Gong, Daqing | Springer Verlag | 2024


    Study on Data Management of High-Speed Railway Transport Equipment Based on Metadata

    Jia, Chao Long ;Xu, Wei Xiang ;Wang, Han Ning | Trans Tech Publications | 2010


    Application Research on Revenue Management in China High Speed Railway

    Li, C. / Ma, M. / Li, X. et al. | British Library Conference Proceedings | 2010


    Intercity high-speed railway maintenance equipment

    JIANG WENBO | Europäisches Patentamt | 2020

    Freier Zugriff

    High-speed railway bridge support mounting equipment

    ZHANG XIUYUE | Europäisches Patentamt | 2021

    Freier Zugriff