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Information flow perception modeling and optimization of Internet of Things for cloud services

机译:云服务互联网信息流的信息流

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摘要

IoT (Internet of Things) information flow perception is the foundation of the IoT architecture and plays an important role. Providing cloud services on demand is one of the key issues and core features of cloud services in the IoT information flow perception. Firstly, we study the mixed logic dynamics (MLD) modeling method of IoT information flow awareness, and use IoT sensor nodes, controlled nodes, and coordination nodes to describe system application scenarios, and use automata for internal information transmission. Secondly, an open queuing method based on large-scale information flow perception modeling and network delay analysis method is proposed. By analyzing the end-to-end delay of the node path and the average delay analysis of the whole queuing network, the open queuing is obtained. Aiming at the characteristics of distributed data of information flow perception in the IoT, a priority-based queuing network is proposed to model and analyze the aggregation nodes based on embedded multi-core SoC(System on Chip), which greatly improves the performance of embedded multi-core SoC
机译:物联网(物联网)信息流感知是物联网架构的基础,并发挥着重要作用。提供云服务按需提供IOT信息流中云服务的关键问题和核心功能之一。首先,我们研究了物联网信息流度意识的混合逻辑动力学(MLD)建模方法,并使用IoT传感器节点,受控节点和协调节点来描述系统应用方案,并使用自动机进行内部信息传输。其次,提出了一种基于大规模信息流感知建模和网络延迟分析方法的开放队列方法。通过分析节点路径的端到端延迟和整个排队网络的平均延迟分析,获得开放排队。针对IOT中信息流感知的分布式数据的特征,提出了一种基于优先的排队网络来模拟和分析基于嵌入式多核SoC(芯片系统)的聚合节点,这大大提高了嵌入式的性能多核SoC

著录项

  • 来源
    《Future generation computer systems》 |2021年第2期|671-679|共9页
  • 作者单位

    Key Laboratory of Ministry of Education for Geomechanics and Embankment Engineering Hohai University Nanjing 210098 China Geotechnical Engineering Research Center of Jiangsu Province Nanjing 210098 China;

    Key Laboratory of Ministry of Education for Geomechanics and Embankment Engineering Hohai University Nanjing 210098 China Geotechnical Engineering Research Center of Jiangsu Province Nanjing 210098 China;

    Key Laboratory of Ministry of Education for Geomechanics and Embankment Engineering Hohai University Nanjing 210098 China Geotechnical Engineering Research Center of Jiangsu Province Nanjing 210098 China;

    Department of Civil and Environmental Engineering Harbin Institute of Technology Shenzhen 518055 China;

    Key Laboratory of Ministry of Education for Geomechanics and Embankment Engineering Hohai University Nanjing 210098 China Geotechnical Engineering Research Center of Jiangsu Province Nanjing 210098 China;

    Key Laboratory of Ministry of Education for Geomechanics and Embankment Engineering Hohai University Nanjing 210098 China Geotechnical Engineering Research Center of Jiangsu Province Nanjing 210098 China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Mixed Logic Dynamic(MLD); Information flow perception; Open queuing; Modeling;

    机译:混合逻辑动态(MLD);信息流动感知;开放排队;造型;

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