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Concept for an Intermodal Traveller Information System with Real-Time Data Using Complex Event Processing

机译:使用复杂事件处理的具有实时数据的多式联运旅客信息系统的概念

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As a result of increased urbanisation, people tend to choose their transport more flexible using different transportation modes during one trip. Thereby it is crucial to keep the traveler up-to-date with real-time information during the journey. As the amount of incoming data in intermodal route planning services is growing consistently and the reaction to unexpected events has to be fulfilled in real-time, the need for a solution which is able to deal with this requirements is rising. Complex Event Processing (CEP) is a main component of an Event-Driven Architecture (EDA), which is used to analyze and act on real-time streaming data and was designed to solve big data problems. We propose a conceptual architecture and a prototypical implementation of an EDA for a real-time intermodal route guide (RTiG) to assist traveler on their journey by providing travel assistance information in real-time and thus reacting on unexpected events. Our evaluation results show that our conceptual architecture was able to process real-time data from multiple thousand users in μs.
机译:由于城市化程度的提高,人们倾向于在一次旅行中使用不同的交通方式来选择更加灵活的交通方式。因此,至关重要的是使旅行者在旅途中保持实时的最新信息。随着多式联运路线规划服务中传入数据的数量持续增长,并且必须实时完成对突发事件的反应,对能够满足此要求的解决方案的需求正在增加。复杂事件处理(CEP)是事件驱动的体系结构(EDA)的主要组件,它用于分析实时流数据并对其进行处理,旨在解决大数据问题。我们为实时多式联运路线指南(RTiG)提出了EDA的概念体系结构和原型实现,以通过实时提供旅行辅助信息并因此对意外事件做出反应来帮助旅行者完成旅程。我们的评估结果表明,我们的概念体系结构能够以μs的速度处理来自数千个用户的实时数据。

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