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Design And Implementation Of Complex Event Processing Module In IoT Resources Access And Intelligent Processing Platform

Posted on:2017-09-02Degree:MasterType:Thesis
Country:ChinaCandidate:C X SunFull Text:PDF
GTID:2348330518495757Subject:Computer technology
Abstract/Summary:PDF Full Text Request
In order to achieve full range of monitoring and real-time controling in target area,IoT resources access and intelligent processing platform should use a variety of sensing devices.The differences of these sensing devices lead to the heterogeneities of sensor data.The system has to process these data uniformly to monitor and control of these devices.At the same time,the system requires real-time processing of these massive data,traditional data analysis method based on database has been unable to meet the real-time requirements of IoT resources access and intelligent processing platform.In addition,the system need to access sensing devices dynamically and configure data processing rules flexibly,the traditional static programming method has been unable to meet the system requirements.In addition,the single version and single user has been unable to meet the needs of the system for a variety of services.To solve above problems,this thesis designs and implements a complex event processing module in the Internet of things resources access and intelligent processing platform.Using the advantages of the complex event processing engine to process mass data in real time and the characteristics of low delay,prompt response,and high throughput,this thesis realizes the real-time monitoring of a variety of physical sensing equipments and intelligent processing and analyzing of data to get dangerous warning events.At the same time,it designs and implements three methods,which are the method of dynamic configuration access input event source,the method of automatically generate a listener class and multi-user dynamic event management method,to improve the degree of automation of the complex event processing module.This thesis focuses on the design and implementation of complex event processing module from three aspects:requirement analysis and outline design,design methods,detailed design and implementation of the system.It mainly consists of three parts:data source module,configuration rules module,multi-user dynamic event management module.Finally,the thesis carries out systematic test on complex event processing module,including functional test and performance test.The results show that the complex event processing module can satisfy the system requirements,and achieve the purpose of real-time monitoring of high speed data,and it has high throughput and real-time processing capability.
Keywords/Search Tags:complex event processing, event-driven, real-time monitoring, mina communication
PDF Full Text Request
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