基于微服务架构的EAST实时安全监控平台的设计与实现

Ziming Chen, Weibin Xi, Jie Xie, Kun He
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引用次数: 0

摘要

EAST的安全监控平台基于MVC单片应用架构,为实验人员提供了可视化设备运行参数的能力。随着大量数据的积累和分析需求的增加,系统业务规模不断扩大。各种业务组件的强耦合、重叠和有限的可扩展性问题逐渐显现。本文旨在对基于微服务架构的安全监控平台进行重构。首先构建微服务框架,根据用户需求划分子系统,并根据业务环节构建子模块。然后对系统层次结构进行优化,对数据源代理进行封装,对数据平台进行分层构建。最后,以Kafka和Flink为核心的实时计算模块对系统进行了实现和测试,其输出延迟在秒级以内。实际上,重构后的系统具有可扩展性和稳定性,可以支持EAST的实验监控。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and implementation of real-time security monitoring platform for EAST based on microservice architecture
EAST's security monitoring platform is based on the MVC monolithic application architecture, providing experimentalists with the ability to visualise the device operating parameters. With the accumulation of large amount of data and the increase of analysis requirements, the scale of the system business is expanding. The problems of strong coupling, overlap and limited scalability of the various business components have gradually emerged. This paper aims to refactor the security monitoring platform based on microservice architecture. Firstly, we build a microservice framework, divide subsystems according to user requirements and build submodules according to business links. After that, the system hierarchy is optimized: the data source proxy is encapsulated, and the data platform is built as a layer. Finally, the system was implemented and tested with Kafka and Flink as the core real-time computing modules, whose output latency is within seconds. In fact, the refactored system is scalable and stable to support the experimental monitoring of EAST.
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