Urban Scale Context Dissemination in the Internet of Things: Challenge Accepted

A. Morris, C. Patsakis, M. Dragone, A. Manzoor, V. Cahill, Mélanie Bouroche
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引用次数: 2

Abstract

Mobile applications envisaged in the Smart City rely on the capacity of acquiring context from a vast array of sensors and other data sources, to deliver context-aware services at an urban scale whilst leveraging the Internet of Things (IoT). This work analyses existing context dissemination techniques, encompassing both probabilistic and deterministic algorithms, and advocates the case for ACT (Adaptive Context Tries), a novel urban scale technique with a dissemination complexity and context availability that fulfils the requirements of Context-Aware Smart City applications. A number of enabling technologies and middleware solutions already exists supporting the provision and the sharing of context in small scale scenarios. It also shows that existing context dissemination techniques used in State of the Art middleware do not provide solutions that support context-aware applications in urban scale and dynamic, mobile environments. Results show ACT provides a scalable approach that incurs logarithmic growth in overhead with respect to the number of participating peers in the system without compromising the completeness, reliability, or timeliness of disseminated context.
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物联网中的城市尺度文脉传播:接受挑战
智慧城市中设想的移动应用依赖于从大量传感器和其他数据源获取环境的能力,在利用物联网(IoT)的同时,在城市规模上提供环境感知服务。本研究分析了现有的上下文传播技术,包括概率和确定性算法,并倡导ACT (Adaptive context Tries),这是一种新型的城市规模技术,具有传播复杂性和上下文可用性,满足上下文感知智能城市应用的要求。目前已经存在许多支持在小规模场景中提供和共享上下文的启用技术和中间件解决方案。它还表明,在最先进的中间件中使用的现有上下文传播技术不能提供在城市规模和动态移动环境中支持上下文感知应用的解决方案。结果表明,ACT提供了一种可扩展的方法,该方法在不影响传播上下文的完整性、可靠性或及时性的情况下,会导致系统中参与节点数量的开销呈对数增长。
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