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Industrial Internet of Things for smart manufacturing applications using hierarchical trustful resource assignment
Computer Communications ( IF 4.5 ) Pub Date : 2020-06-17 , DOI: 10.1016/j.comcom.2020.06.004
Xiaoxiao Xu , Mingdan Han , Senthil Murugan Nagarajan , Prathik Anandhan

The manufacturing industry undergoes a new age with major changes taking place on several fronts. Companies devoted to digital transformation take their future plants inspired by the Internet of Things (IoT). The IoT is a worldwide network of interrelated physical devices,which is an essential component of the internet, including sensors, actuators, smart apps, computers, mechanical machines, and people. The effective allocation of the computing resources and the carrier is critical in the industrial internet of Things (IIoT) for smart production systems. Indeed, the existing assignment method in the smart production system cannot guarantee that resources meet the inherently complex and volatile requirements of the user are timely. Many research results on resource allocations in auction formats which have been implemented to consider the demand and real-time supply for smart development resources, but safety privacy and trust estimation issues related to these outcomes are not actively discussed. The paper proposes a Hierarchical Trustful Resource Assignment (HTRA) and Trust Computing algorithm (TCA) based on Vickrey–Clarke–Groves (VGCs) in the computer carriers necessary resources to communicate wirelessly among IIoT devices and gateways, and the allocation of CPU resources for processing information at the CPC. Finally, experimental findings demonstrate that when the IIoT equipment and gateways are effective, the utilities of each participant are improved.



中文翻译:

使用分层可信任资源分配的智能制造应用的工业物联网

制造业进入了一个新时代,在几个方面发生了重大变化。致力于数字化转型的公司将其未来的工厂从物联网(IoT)中汲取灵感。IoT是相互关联的物理设备的全球网络,它是Internet的重要组成部分,包括传感器,执行器,智能应用程序,计算机,机械机器和人员。对于智能生产系统,有效分配计算资源和运营商对于工业物联网(IIoT)至关重要。实际上,智能生产系统中的现有分配方法无法保证资源能够及时满足用户固有的复杂性和易变性要求。关于拍卖形式的资源分配的许多研究结果已经实现,以考虑对智能开发资源的需求和实时供应,但是并未积极讨论与这些结果相关的安全隐私和信任估计问题。本文基于计算机载体中的Vickrey-Clarke-Groves(VGC)提出了基于Vickrey-Clarke-Groves(VGC)的分层可信赖资源分配(HTRA)和可信赖计算算法(TCA),以及在IIoT设备和网关之间进行无线通信的必要资源,以及用于在CPC处理信息。最后,实验结果表明,当IIoT设备和网关有效时,每个参与者的实用程序都会得到改善。但是并未积极讨论与这些结果相关的安全隐私和信任估计问题。本文基于计算机载体中的Vickrey-Clarke-Groves(VGC)提出了基于Vickrey-Clarke-Groves(VGC)的分层可信赖资源分配(HTRA)和可信赖计算算法(TCA),以及在IIoT设备和网关之间进行无线通信的必要资源,以及用于在CPC处理信息。最后,实验结果表明,当IIoT设备和网关有效时,每个参与者的实用程序都会得到改善。但是并未积极讨论与这些结果相关的安全隐私和信任估计问题。本文基于计算机载体中的Vickrey-Clarke-Groves(VGC)提出了基于Vickrey-Clarke-Groves(VGC)的分层可信赖资源分配(HTRA)和可信赖计算算法(TCA),以及在IIoT设备和网关之间进行无线通信的必要资源,以及用于在CPC处理信息。最后,实验结果表明,当IIoT设备和网关有效时,每个参与者的实用程序都会得到改善。以及在CPC上分配用于处理信息的CPU资源。最后,实验结果表明,当IIoT设备和网关有效时,每个参与者的实用程序都会得到改善。以及在CPC上分配用于处理信息的CPU资源。最后,实验结果表明,当IIoT设备和网关有效时,每个参与者的实用程序都会得到改善。

更新日期:2020-06-30
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