The development, deployment, and maintenance of the current space situational awareness (SSA) information system have become increasingly complex. However, researchers cannot flexibly and conveniently apply the research results to practical applications due to the lack of basic research platforms for SSA. Inspired by X as a Service (XaaS), we propose the microservice-based platform for SSA data analytics to provide a scaffold-like platform for researchers. Based on microservice, the architecture for this platform is proposed to meet the requirements of flexible development and loosely coupled deployment. To facilitate the use of the platform, the hybrid data service layer is established to provide basic data for research and the functional service layer is designed to provide services for clients and applications. Due to the massive data processing requirements, the data analysis architecture and processing model, which can easily integrate various user-defined algorithms and significantly improve the computational efficiency, are proposed based on the Lambda architecture. To verify the platform’s effectiveness, two cases are established and implemented. The results show that this platform can provide a convenient, flexible, and efficient platform for the requirements of algorithm integration, experiment, and data display from users and researchers.


    Access

    Download


    Export, share and cite



    Title :

    Microservice-Based Platform for Space Situational Awareness Data Analytics


    Contributors:
    Wanjie Lu (author) / Qing Xu (author) / Chaozhen Lan (author) / Liang Lyu (author) / Yang Zhou (author) / Qunshan Shi (author) / Yinghao Zhao (author)


    Publication date :

    2020




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    Unknown





    Sharing Space Situational Awareness Data

    Bird, D. | British Library Conference Proceedings | 2010


    ANALYTICS AND RISK ASSESSMENT FOR SITUATIONAL AWARENESS

    VERBURG DAVID / KLINE ERIC V / RAKSHIT SARBAJIT K | European Patent Office | 2021

    Free access

    Levarging Non-Traditional Sources (NTS) for Space Situational Awareness (SSA) Analytics

    Gemmer, Thomas R. | British Library Conference Proceedings | 2018


    Cooperative Space Situational Awareness

    Daniels, S. / European Space Agency | British Library Conference Proceedings | 2010