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首页> 外文期刊>International Journal of Autonomic Computing >A semantic-based representation and analysis of monitoring data for self-adaptive systems
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A semantic-based representation and analysis of monitoring data for self-adaptive systems

机译:基于语义的表示和自适应系统监控数据分析

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摘要

In the current decade, computing turns towards smart, mobile and ambient devices. Consequently, applications and services have to be aware in order to react to a highly dynamic context (available resources, environmental conditions etc.) and adapt their structures and behaviours. In a such environment (e.g., smart buildings), interoperability is highly recommended, especially for contexts where connected entities need to understand one another and an analysis module is built based on exchanged data querying in order to detect alerting situations. In this paper, we propose an ontology model for smart building allowing the representation of smart entities monitoring data and a rule based analysis. We elaborate domain ontology for the smart building space and implement a prototype using Protege and Pellet. Furthermore, we define smart rules using SWRL in order to analyse the context and generate alerts regarding abnormal behaviours.
机译:在目前的十年中,计算转向智能,移动和环境设备。 因此,必须了解应用程序和服务,以便对高度动态背景(可用资源,环境条件等)作出反应并调整其结构和行为。 在这种环境(例如,智能建筑物)中,强烈推荐互操作性,特别是对于连接实体需要彼此需要理解的上下文,并且基于交换数据查询构建分析模块以检测警报情况。 在本文中,我们提出了一种智能建筑的本体模型,允许智能实体监视数据的表示和基于规则的分析。 我们详细阐述了智能建筑空间的域本体,并使用质子和颗粒实现原型。 此外,我们使用SWRL定义智能规则,以便分析上下文并生成关于异常行为的警报。

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