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面向海量数据应用的物联网信息服务系统研究综述*
引用本文:周开乐,丁帅,胡小建.面向海量数据应用的物联网信息服务系统研究综述*[J].计算机应用研究,2012,29(1):8-11.
作者姓名:周开乐  丁帅  胡小建
作者单位:合肥工业大学计算机网络系统研究所合肥230009;过程优化与智能决策教育部重点实验室,合肥230009
基金项目:国家自然科学基金资助项目(71131002,70631003,71071045,90718037)
摘    要:物联网信息服务系统整合了基础设施层获取的海量数据,是面向各类物联网应用提供跟踪、监测和控制等信息服务的关键平台。阐述了物联网海量数据处理技术,包括存储、预处理和数据挖掘;总结了物联网信息服务系统在系统安全、隐私保护和可信性方面的安全保障机制;从系统架构、实现技术和系统实践三个方面,探讨了物联网信息服务系统的设计。最后,展望了这一领域面临的挑战和有待进一步研究的方向。

关 键 词:物联网  信息服务系统  海量数据  系统安全  系统设计

Survey of massive data applications oriented Internet of things information service system
ZHOU Kai-le,DING Shuai,HU Xiao-jian.Survey of massive data applications oriented Internet of things information service system[J].Application Research of Computers,2012,29(1):8-11.
Authors:ZHOU Kai-le  DING Shuai  HU Xiao-jian
Affiliation:1,2(1.Institute of Computer Network System,Hefei University of Technology,Hefei 230009,China;2.Key Laboratory of Process Optimization & Intelligent Decision-Making,Ministry of Education,Hefei 230009,China)
Abstract:Internet of things information service system integrates the massive data acquired from infrastructure layer, and it is the key platform to provide variety of information services for Internet of things applications, such as tracking, monitoring, controlling and so on. This paper summarized the massive data processing technologies of Internet of things from storage, preprocessing and data mining. Then, described the security mechanism from system security, privacy protection and reliability, and then analyzed the design of Internet of things information service system from architecture, techniques and applications. Finally, gave some future prospects of the challenges and research directions in this area.
Keywords:Internet of things  information service system  massive data  system security  system design
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