基于容器云的气象算法管理系统技术研究  

Research on meteorological algorithm management system technology based on container cloud

作　　者：周雪莹 魏敏丹 胡丽丽 ZHOU Xueying;WEI Mindan;HU Lili(Meteorological Data Center of Jiangxi Province,Nanchang 330096,China)

机构地区：[1]江西省气象数据中心,江西南昌330096

出　　处：《电子设计工程》2025年第5期35-39,共5页Electronic Design Engineering

基　　金：江西省气象科技面上项目(JX2022M14)。

摘　　要：为了提高气象资源和数据利用率,促进气象数据、算法和算力集约化运行,提出了一种基于气象大数据云平台的气象算法管理方法。以“数算一体”加工流水线平台化服务为基础,采用容器技术实现运行环境和资源隔离,并且通过气象数据湖和气象数据统一服务接口等多种方式实现各类气象数据实时共享。经过一段时间的业务运行表明,系统让算法更靠近数据,减少了数据传输和重复存储,提高了数据时效性和有效性,提升了算法的数据环境技术支撑能力。In order to improve the utilization rate of meteorological resources and data,and promote the intensive operation of meteorological data,algorithms and computing power,a meteorological algorithm management method based on CMADaaS is proposed.Based on the platform service of“integration of number and calculation”processing assembly line,container technology is adopted to realize the isolation of operating environment and resources,and the real-time sharing of all kinds of meteorological data is realized through meteorological data lake and unified service interface of meteorological data.After a period of business operation,the system makes the algorithm closer to the data,reduces data transmission and repeated storage,improves the timeliness and effectiveness of the data,and improves the technical support capability of the data environment for algorithm.

关 键 词：气象大数据云平台 容器 算法管理 数据共享 

分 类 号：TN957[电子电信—信号与信息处理]