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Enabling Self-adaptive Workflows for Cyber-physical Systems

机译:为网络物理系统启用自适应工作流

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The ongoing development of Internet of Things technologies leads to the interweaving of the virtual world of software with the physical world. However, applying workflow technologies for automating processes in these Cyber-physical Systems (CPS) poses new challenges as the real world effects of a process have to be verified to provide a consistent view of the cyber and physical world executions. In this work we present a synchronization and adaptation mechanism for processes based on the MAPE-K feedback loop for self-adaptive systems. By applying this loop, sensor and context information can be used to verify the real world effects of workflow execution and adapt the process in case of errors. The approach increases autonomy and resilience of process execution in CPS due to the self-adaptation capabilities. We present generic extensions to process meta-models and execution engines to implement the feedback loop and discuss our approach within a smart home scenario.
机译:物联网技术的不断发展导致软件的虚拟世界与物理世界的交织。但是,将工作流技术应用于这些网络物理系统(CPS)中的流程自动化带来了新的挑战,因为必须验证流程在现实世界中的作用,以提供对网络和物理世界执行情况的一致看法。在这项工作中,我们为自适应系统提供了基于MAPE-K反馈回路的过程同步和自适应机制。通过应用此循环,传感器和上下文信息可用于验证工作流执行的真实效果,并在发生错误的情况下调整流程。由于具有自适应功能,该方法增加了CPS中流程执行的自主性和灵活性。我们提供了对过程元模型和执行引擎的通用扩展,以实现反馈循环并在智能家居场景中讨论我们的方法。

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