Scheduling Algorithms for Cloud Based Cyber-Physical Systems Specification

Lichen Zhang, Dandan Lai, Bingqing Xu, Chunyao Liu
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引用次数: 1

Abstract

Cyber-physical system (CPS) emphasizes dynamic collaboration of physical process and computation process. Its high demands for real-time, safety, security, and reliability require deep integration of control, computation and communication. To achieve better performance and resource utilization in CPS, we propose a framework named cloud based cyber-physical system (CCPS) which strengthens cooperation among various layers in CPS.CCPS adopts closed-loop control, and makes use of cloud service for data processing in cyber-physical cloud (CPC). In order to balance real-time performance and cost of cloud service, network scheduling algorithms in various cloud models are widely discussed in this paper. In addition, we have a broad discussion on effection of tasks scheduling with respect to stability of controller in CCPS in view of time delay. Accordingly, we give simulation and comparison results of the proposed scheduling algorithms for illustration.
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基于云的信息物理系统规范的调度算法
信息物理系统(CPS)强调物理过程和计算过程的动态协同。它对实时性、安全性、保密性和可靠性的要求很高,需要控制、计算和通信的深度融合。为了提高CPS系统的性能和资源利用率,本文提出了一种基于云的网络物理系统(CCPS)框架,该框架加强了CPS系统各层之间的协作。CCPS采用闭环控制,利用云服务在网络物理云(CPC)中进行数据处理。为了平衡云服务的实时性和成本,本文对各种云模型下的网络调度算法进行了广泛的讨论。此外,我们还对CCPS系统中任务调度对控制器稳定性的影响进行了广泛的讨论。因此,我们给出了所提出的调度算法的仿真和比较结果来说明。
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