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Received:October 11, 2022 Revised:November 18, 2022
Received:October 11, 2022 Revised:November 18, 2022
中文摘要: 为提升航空兵场站信息化建设过程中的数据应用与管理能力, 提出了一种基于Spark的场站飞行保障大数据可视化平台. 以场站信息化系统和物联网络数据采集数据为基础, 利用Spark计算引擎集成Kafka消息队列, 使用Hive完成数据列表库的建立和存储, 基于Spark RDD和Spark SQL完成数据预处理与交互, 并选择Vue框架嵌入ECharts组件完成前端数据可视化呈现, 并最终对设计方案进行了实现与应用. 相较于当前业务隔离的信息系统建设模式, 平台具备更高的数据融合与处理分析能力, 能够更好地实现场站飞行保障数据价值.
Abstract:For better data application and management capability of air-force stations in information construction, this study proposes a Spark-based visualization platform for flight security big data at the stations. On the basis of the data collected with the station informatization system and Internet of Things (IoT) data, a Spark computing engine is used to integrate Kafka message queues, and Hive is used for the establishment and storage of a data list library. Data pre-processing and interaction are completed on the basis of Spark RDD and Spark SQL, and the Vue framework is selected to embed ECharts components to visualize front-end data display. Finally, the design solution is implemented and applied. Compared with the current business-isolated information-system construction mode, the platform has higher abilities for data fusion and processing analysis and can better realize the value of flight security data at the stations.
keywords: flight support big data big data processing platform data visualization Spark situation awareness data analysis
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基金项目:军内科研重点项目(BKJ19C025)
引用文本:
刘君阳,朱世松.场站飞行保障数据可视化平台设计与应用.计算机系统应用,2023,32(5):67-76
LIU Jun-Yang,ZHU Shi-Song.Design and Application of Visual Data Platform for Station Flight Support.COMPUTER SYSTEMS APPLICATIONS,2023,32(5):67-76
刘君阳,朱世松.场站飞行保障数据可视化平台设计与应用.计算机系统应用,2023,32(5):67-76
LIU Jun-Yang,ZHU Shi-Song.Design and Application of Visual Data Platform for Station Flight Support.COMPUTER SYSTEMS APPLICATIONS,2023,32(5):67-76