基于事件流语义处理的物联网服务动态发现

Anderson Soares Costa, Rodolfo Sobreira Alves, F. Silva, M. Endler
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引用次数: 1

摘要

物联网(IoT)是无处不在的计算和互联网的结合,其中IoT(智能对象)设备可以收集和交换数据,与人及其所在的环境合作。移动物联网(Internet of Mobile Thing, IoMT)是物联网的延伸,提出了智能对象和智能网关移动的场景。在此背景下,本工作的重点是在IoT/IoMT环境中发现智能对象,考虑以下问题:智能对象和网关的移动性;智能对象的巨大异质性和访问它们的通信技术;在这些环境中需要互操作性;需要将来自智能对象的数据与知识库相结合。因此,本工作的目标是将语义流处理与知识表示技术相结合,以丰富IoT/IoMT环境中智能对象及其服务的即时和连续发现。为此,开发了描述IoT/IoMT场景的本体、语义中间件、用于构建信息系统和应用程序的API以及用于查询和智能对象语义流的云基础设施。通过智能停车场领域的一个用例对该工作进行了评估。
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Dynamic Discovery of IoT Services Based on Semantic Processing of Event Flows
The Internet of Things (IoT) is a combination of ubiquitous computing and the Internet, in which IoT (smart objects) devices can collect and exchange data, cooperating with people and the environment in which they find themselves. The Internet of Mobile Thing (IoMT), which is an extension of IoT, proposes scenarios in which smart objects and gateways are mobile. In this context, this work is focused on the discovery of smart objects in IoT/IoMT environments considering the following problems: mobility of both smart objects and gateways; great heterogeneity of smart objects and communication technologies to access them; the need for interoperability in these environments; the need to combine data from smart objects with knowledge bases. Therefore, the objective of this work is to combine Semantic Flow Processing with knowledge representation techniques to enrich the instantaneous and continuous discovery of smart objects and their services in IoT/IoMT environments. To this end, an ontology was developed to describe IoT/IoMT scenarios, a semantic middleware, an API for building information systems and applications, and a cloud infrastructure for querying and semantic streaming of smart objects. The evaluation of this work is done through a use case in the field of intelligent parking lots.
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