Data-centric publish-subscribe approach for Distributed Complex Event Processing deployment in smart grid Internet of Things

X. Zu, Yan Bai, Xu Yao
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引用次数: 6

Abstract

Smart grid is an important application of Internet Of Things (IOT). Monitoring data in large-scale smart grid are massive, real-time and dynamic that collected by a lot of sensors, services components etc. There are many challenges in deploying and managing distributed real time monitoring systems. This paper adopted data-centric approach in deploying Distributed Complex Event Processing (DCEP) monitoring system based on OMG Data Distribution Service (DDS) middleware, to bring about a more robust and scalable distributed monitoring system, and that easier to maintain and enhance over time. The DDS data-centric publish-subscribe programming model with support for a number of QoS properties gives many advantages for supporting DCEP components communications, that reliably transports events from data producers to Event Processing Agents (EPAs), between internal DCEP Processing Node (PN), and from the EPAs to the event consumers. This paper analyzed DCEP requirements in IoT, and its PN configuration and deployment flow, designed a DDS/DCEP integration architecture for smart grid IoT monitoring system, and gave a detail design about DCEP development and configuration method based on DDS data-centric programming model, that can simplify the DCEP complex deployment work. This work has beneficial for DECP large scale development & deployment research.
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智能电网物联网中分布式复杂事件处理部署的以数据为中心的发布-订阅方法
智能电网是物联网的重要应用。大型智能电网的监测数据是海量的、实时的、动态的,由大量传感器、服务组件等采集。分布式实时监控系统的部署和管理存在许多挑战。本文采用以数据为中心的方法部署基于OMG数据分布服务(DDS)中间件的分布式复杂事件处理(DCEP)监控系统,使分布式监控系统更加健壮和可扩展,并且随着时间的推移更易于维护和增强。支持许多QoS属性的DDS以数据为中心的发布-订阅编程模型为支持DCEP组件通信提供了许多优势,这种通信可以可靠地将事件从数据生产者传输到事件处理代理(EPAs)、在内部DCEP处理节点(PN)之间以及从EPAs传输到事件消费者。分析了物联网中DCEP的需求及其PN配置和部署流程,设计了一种面向智能电网物联网监控系统的DDS/DCEP集成架构,并详细设计了基于DDS数据中心编程模型的DCEP开发和配置方法,简化了DCEP复杂的部署工作。该工作对DECP的大规模开发与部署研究具有一定的指导意义。
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