Microservice-Based Platform for Space Situational Awareness Data Analytics
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 fo...
Saved in:
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-01-01
|
| Series: | International Journal of Aerospace Engineering |
| Online Access: | http://dx.doi.org/10.1155/2020/8149034 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832550344972828672 |
|---|---|
| author | Wanjie Lu Qing Xu Chaozhen Lan Liang Lyu Yang Zhou Qunshan Shi Yinghao Zhao |
| author_facet | Wanjie Lu Qing Xu Chaozhen Lan Liang Lyu Yang Zhou Qunshan Shi Yinghao Zhao |
| author_sort | Wanjie Lu |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-371193660e544922a351efec0a0ab5e6 |
| institution | Kabale University |
| issn | 1687-5966 1687-5974 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Aerospace Engineering |
| spelling | doaj-art-371193660e544922a351efec0a0ab5e62025-02-03T06:06:55ZengWileyInternational Journal of Aerospace Engineering1687-59661687-59742020-01-01202010.1155/2020/81490348149034Microservice-Based Platform for Space Situational Awareness Data AnalyticsWanjie Lu0Qing Xu1Chaozhen Lan2Liang Lyu3Yang Zhou4Qunshan Shi5Yinghao Zhao6Information Engineering University, Zhengzhou 450052, ChinaInformation Engineering University, Zhengzhou 450052, ChinaInformation Engineering University, Zhengzhou 450052, ChinaInformation Engineering University, Zhengzhou 450052, ChinaInformation Engineering University, Zhengzhou 450052, ChinaInformation Engineering University, Zhengzhou 450052, ChinaInformation Engineering University, Zhengzhou 450052, ChinaThe 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.http://dx.doi.org/10.1155/2020/8149034 |
| spellingShingle | Wanjie Lu Qing Xu Chaozhen Lan Liang Lyu Yang Zhou Qunshan Shi Yinghao Zhao Microservice-Based Platform for Space Situational Awareness Data Analytics International Journal of Aerospace Engineering |
| title | Microservice-Based Platform for Space Situational Awareness Data Analytics |
| title_full | Microservice-Based Platform for Space Situational Awareness Data Analytics |
| title_fullStr | Microservice-Based Platform for Space Situational Awareness Data Analytics |
| title_full_unstemmed | Microservice-Based Platform for Space Situational Awareness Data Analytics |
| title_short | Microservice-Based Platform for Space Situational Awareness Data Analytics |
| title_sort | microservice based platform for space situational awareness data analytics |
| url | http://dx.doi.org/10.1155/2020/8149034 |
| work_keys_str_mv | AT wanjielu microservicebasedplatformforspacesituationalawarenessdataanalytics AT qingxu microservicebasedplatformforspacesituationalawarenessdataanalytics AT chaozhenlan microservicebasedplatformforspacesituationalawarenessdataanalytics AT lianglyu microservicebasedplatformforspacesituationalawarenessdataanalytics AT yangzhou microservicebasedplatformforspacesituationalawarenessdataanalytics AT qunshanshi microservicebasedplatformforspacesituationalawarenessdataanalytics AT yinghaozhao microservicebasedplatformforspacesituationalawarenessdataanalytics |