High Availability for virtualized Programmable Logic Controllers with Hard Real-Time Requirements on Cloud Infrastructures

Thomas Kampa, Amer El-Ankah, Daniel Grossmann
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Abstract

Cloud computing is becoming more popular in domains where previously hardware-based bare metal implementations dominated the field of computation workloads such as the automation and process industry. A variety of stateful applications exist that will require high availability on cloud infrastructures while also meeting the hard real-time requirements in the millisecond area of their superimposed processes, e.g., virtualized programmable logic controllers (vPLCs) and artificial intelligence inference services. This paper presents an approach for stateful applications on distributed systems to meet the application’s requirements in failover scenarios through state synchronization by means of Remote Direct Memory Access (RDMA). Experimental results with a software PLC confirm the effectiveness of the described approach in comparison to UDP-based synchronization, reducing the average synchronization time by up to 99.39%. The concept is suitable for applications on virtual machines and containers and might be an enabler for virtualization of real-time critical applications such as control functions in the automation and process industry.
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虚拟化可编程逻辑控制器的高可用性与云基础设施的硬实时性要求
在以前基于硬件的裸机实现主导计算工作负载领域(如自动化和流程工业)的领域,云计算正变得越来越流行。存在各种有状态应用程序,这些应用程序需要在云基础设施上具有高可用性,同时还要满足其叠加过程在毫秒范围内的硬实时要求,例如,虚拟可编程逻辑控制器(plc)和人工智能推理服务。本文提出了一种分布式系统上有状态应用通过远程直接内存访问(RDMA)的状态同步来满足故障转移场景下应用的需求的方法。与基于udp的同步相比,软件PLC的实验结果证实了所述方法的有效性,将平均同步时间减少了99.39%。该概念适用于虚拟机和容器上的应用程序,并可能成为自动化和过程工业中的控制功能等实时关键应用程序虚拟化的推动者。
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