物联网的实用语义:物理状态、设备混搭和开放问题

Matthias Kovatsch, Yassin Nasir Hassan, S. Mayer
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引用次数: 49

摘要

物联网(IoT)设想了跨域应用,将数字服务与连接到物理世界的资源受限嵌入式设备提供的服务相结合。这种智能环境可以包含来自不同供应商的大量设备。这需要高度的解耦,设备和用户代理都不能依赖于服务api的先验知识。语义服务描述由于其高度抽象而适用于异构应用程序领域,并且可以启用自动服务组合。本文展示了如何将RESTdesc描述格式和语义推理应用于在智能环境中创建类似web的mashup。我们的方法支持资源受限的物联网设备的高度动态环境,其中服务可能因设备移动性、有限的能源或网络中断而不可用。这些概念由具体的系统架构支持,其实现是公开可用的。它用于在现实的物联网相关场景中评估基于语义的方法。结果表明,目前的推理器能够生成中等规模的物联网混搭,但当物理状态成为证明过程的一部分时,会遇到状态空间爆炸的问题。
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Practical semantics for the Internet of Things: Physical states, device mashups, and open questions
The Internet of Things (IoT) envisions cross-domain applications that combine digital services with services provided by resource-constrained embedded devices that connect to the physical world. Such smart environments can comprise a large number of devices from various different vendors. This requires a high degree of decoupling and neither devices nor user agents can rely on a priori knowledge of service APIs. Semantic service descriptions are applicable to heterogeneous application domains due to their high level of abstraction and can enable automatic service composition. This paper shows how the RESTdesc description format and semantic reasoning can be applied to create Web-like mashups in smart environments. Our approach supports highly dynamic environments with resource-constrained IoT devices where services can become unavailable due to device mobility, limited energy, or network disruptions. The concepts are backed by a concrete system architecture whose implementation is publicly available. It is used to evaluate the semantics-based approach in a realistic IoT-related scenario. The results show that current reasoners are able to produce medium-sized IoT mashups, but struggle with state space explosion when physical states become part of the proofing process.
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