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作 者:何嘉欣 王枫[1] 杨光 HE Jiaxin;WANG Feng;YANG Guang(Hefei Institutes of Physical Science,Chinese Academy of Sciences,Hefei 230031,China;University of Science and Technology of China,Hefei 230026,China)
机构地区:[1]中国科学院合肥物质科学研究院,安徽合肥230031 [2]中国科学技术大学,安徽合肥230026
出 处:《仪表技术》2024年第4期7-12,共6页Instrumentation Technology
基 金:国家磁约束核聚变能发展研究专项(2018YFE0302100)。
摘 要:EAST实验运行期间,会产生超过1 PiB的庞大数据量,基于实验的实际需求和数据结构特点,建立了多个数据系统。随着数据规模和系统访问量的不断增长,现有系统在功能维护和扩展等方面逐渐暴露出局限性,同时缺乏数据状态的有效监测和统一的访问机制。基于微服务架构设计,构建了EAST集成数据访问系统。以EAST实验数据类型为基准,建立多个支持单独开发部署的数据微服务,通过Spring Cloud框架组件,实现微服务集成管理;以Kafka为消息中间件,构建数据引擎,完成实验数据状态信息的异步采集和处理;采用VUE技术,构建门户系统,实现数据服务的统一访问。该系统成功突破了单体架构的诸多限制,不仅实现了EAST实验数据的状态监测功能,还为用户提供了一个综合性的EAST数据服务访问平台,进一步确保了EAST数据系统的高可用性。During the EAST experiment,a large amount of data exceeding 1 PiB will be generated.Based on the actual needs of the experiment and the characteristics of the data structure,multiple data systems have been established.With the continuous growth of data scale and system access,existing systems has gradually exposed its limitations in terms of functional maintenance and expansion,while lacking effective monitoring of data status and a unified access mechanism.Based on the microservice architecture design,an EAST integrated data access system was constructed.Based on the EAST experimental data type,establish multiple data microservices that support independent development and deployment,and implement microservice integrated management through the Spring Cloud framework components.Using Kafka as the message middleware,a data engine is built to complete asynchronous collection and processing of experimental data status information.Using VUE technology,a portal system is built and unified access to data services is achieved.The system has successfully overcome many limitations of the single architecture,not only achieving the status monitoring function of EAST experimental data,but also providing users with a comprehensive EAST data service access platform,further ensuring the high availability of the EAST data system.
分 类 号:TP3[自动化与计算机技术—计算机科学与技术]
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