Microservice-Based Platform for Space Situational Awareness Data Analytics
Joint Authors
Lu, Wanjie
Xu, Qing
Lan, Chaozhen
Lyu, Liang
Zhou, Yang
Shi, Qunshan
Zhao, Yinghao
Source
International Journal of Aerospace Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-22, 22 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-01-06
Country of Publication
Egypt
No. of Pages
22
Abstract EN
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.
American Psychological Association (APA)
Lu, Wanjie& Xu, Qing& Lan, Chaozhen& Lyu, Liang& Zhou, Yang& Shi, Qunshan…[et al.]. 2020. Microservice-Based Platform for Space Situational Awareness Data Analytics. International Journal of Aerospace Engineering،Vol. 2020, no. 2020, pp.1-22.
https://search.emarefa.net/detail/BIM-1168195
Modern Language Association (MLA)
Lu, Wanjie…[et al.]. Microservice-Based Platform for Space Situational Awareness Data Analytics. International Journal of Aerospace Engineering No. 2020 (2020), pp.1-22.
https://search.emarefa.net/detail/BIM-1168195
American Medical Association (AMA)
Lu, Wanjie& Xu, Qing& Lan, Chaozhen& Lyu, Liang& Zhou, Yang& Shi, Qunshan…[et al.]. Microservice-Based Platform for Space Situational Awareness Data Analytics. International Journal of Aerospace Engineering. 2020. Vol. 2020, no. 2020, pp.1-22.
https://search.emarefa.net/detail/BIM-1168195
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1168195