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A distributed event-driven architectural model based on situational awareness applied on internet of things

机译:基于情境感知的分布式事件驱动架构模型应用于物联网

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摘要

Context The IoT network is comprised of numerous and heterogeneous devices that are capable of generating large amounts of events. To enable the IoT paradigm, it is necessary to integrate, process, and react to events on the fly.Objective: The goal of this paper is to support the increased demands of scalability, flexibility, autonomy, and heterogeneity for IoT event processing. A distributed architectural model based on Situational Awareness, named EXEHDA-SA, was designed to provide event collection, hybrid processing, and customizable and dynamic reaction features.Method The conception of the model was based on a middleware for ubiquitous computing called EXEHDA, thus benefiting from its already defined strategies. The proposal follows a multi-level strategy and consists of three hierarchically interconnected modular components.Results: Our main contribution is the conception and validation of a model for event collection, processing and reaction for modern distributed environments. The contribution is evidenced through experiments performed on a prototype implemented on consolidated free and open source technologies. The experiments are made up of five case studies where each one evaluates a scenario for IoT demands.Conclusion: Through these case studies which were proposed in information security area, we demonstrated the feasibility of this proposal for deployment in IoT production environments. Furthermore, EXEHDA-SA is able to operate on different scenarios due to each component modularity and its consequent extensibility.
机译:背景信息IoT网络由众多异构设备组成,这些设备能够生成大量事件。为了实现IoT范例,有必要对事件进行实时集成,处理和反应。目的:本文的目的是支持对IoT事件处理的可伸缩性,灵活性,自治性和异构性的日益增长的需求。设计了一种基于情境感知的分布式架构模型EXEHDA-SA,以提供事件收集,混合处理以及可自定义的动态响应功能。方法该模型的概念基于名为EXEHDA的普适计算中间件,从而从中受益从已经定义的策略中该提案遵循多级策略,由三个层次互连的模块化组件组成。结果:我们的主要贡献是为现代分布式环境中的事件收集,处理和反应模型的概念和验证。通过对基于合并的自由和开源技术实现的原型进行的实验证明了这一贡献。实验由五个案例研究组成,每个案例都评估了IoT需求的情况。结论:通过在信息安全领域提出的这些案例研究,我们证明了该提案在IoT生产环境中部署的可行性。此外,由于每个组件的模块化以及其相应的可扩展性,EXEHDA-SA能够在不同的场景下运行。

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