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Software-Defined Modeling Method of Cyber-Physical System Driven by Big Data

机译:大数据驱动的网络物理系统软件定义建模方法

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The way humans interact with the physical world has been changed by the cyber-physical system (CPS) emergence. However, as an embedded system, CPS has limitations in its processing and storage of data. In addition, with the advancement of technology, the scale of the system progresses to extend and the data generation increases exponentially, the original vehicular cyber-physical system(VCPS) can no longer meet the current needs. In order to enhance the data analysis and processing capabilities of the system, this paper proposes a five-layer VCPS that including Application Layer, Cloud Computing Layer, Control Layer, Roadside Unit Layer and Vehicle Unit Layer. Besides, using Architecture Analysis & Design Language (AADL) performs software-defined modeling and overall security analysis to verify the effectiveness of this modeling method. The architecture model deeply integrates big data technology and software definition ideas, has a good effect on upgrading the traditional VCPS low level of automation, insufficient on data processing and storage capacity.
机译:人类与物理世界的互动方式已经改变了网络物理系统(CPS)出现。但是,作为嵌入式系统,CPS在其处理和存储数据中具有限制。此外,随着技术的进步,系统的规模进展延长,数据生成呈指数增加,原始车辆网络物理系统(VCP)不能再满足当前需求。为了增强系统的数据分析和处理能力,本文提出了一种五层VCP,包括应用层,云计算层,控制层,路边单元层和车辆单元层。此外,使用架构分析和设计语言(AADL)执行软件定义的建模和整体安全分析,以验证该建模方法的有效性。该架构模型深入集成了大数据技术和软件定义思想,对升级传统的VCPS低级自动化具有良好的影响,数据处理和存储容量不足。

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