Multi-layer cloud architectural model and ontology-based security service framework for IoT-based smart homes

Multi-layer cloud architectural model and ontology-based security service framework for IoT-based smart homes
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DOI:
10.1016/j.future.2016.11.011
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发表时间:
2018
期刊:
Future Gener. Comput. Syst.
影响因子:
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通讯作者:
Ming Tao;Jinglong Zuo;Zhusong Liu;Aniello Castiglione;F. Palmieri
Ming Tao;Jinglong Zuo;Zhusong Liu;Aniello Castiglione;F. Palmieri
中科院分区:
其他
文献类型:
--
作者:
Ming Tao;Jinglong Zuo;Zhusong Liu;Aniello Castiglione;F. Palmieri

文献摘要

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智能家居的概念,与网络覆盖和嵌入式计算技术的普及相关联,对生活在高度发达地区的人们来说具有越来越重要的意义。然而,由不同供应商开发的大多数可用解决方案中涉及的设备、服务、通信协议、标准和数据格式的异质性对其广泛应用产生了不利影响。在本文中,促进了物联网(IoT)和云计算技术的进步,面对这些挑战提供了一些有前途的机会,一种新的多层云架构模型的开发,以实现有效的和无缝的交互/互操作异构设备/服务由不同的供应商在基于IoT的智能家居。此外,为了更好地解决分层云平台中的异构性问题,采用本体作为解决数据表示、知识和应用异构性的有效方法,设计了一个基于本体的安全服务框架,以支持交互/互操作过程中的安全和隐私保护。最后,对智能家居管理面临的挑战和未来工作的方向进行了讨论。
The Smart Home concept, associated with the pervasiveness of network coverage and embedded computing technologies is assuming an ever-growing significance for people living in the highly developed areas. However, the heterogeneity of devices, services, communication protocols, standards and data formats involved in most of the available solutions developed by different vendors, is adversely affecting its widespread application. In this paper, promoted by several promising opportunities provided by the advances in Internet of Things (IoT) and Cloud Computing technologies for facing these challenges, a novel multi-layer cloud architectural model is developed to enable effective and seamless interactions/interoperations on heterogeneous devices/services provided by different vendors in IoT-based smart home. In addition, to better solve the heterogeneity issues in the presented layered cloud platform, ontology has been used as a promising way to address data representation, knowledge, and application heterogeneity, and an ontology-based security service framework is designed for supporting security and privacy preservation in the process of interactions/interoperations. Challenges and directions for future work on smart home management have been also discussed at the end of this paper.