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A General Trace-Based Framework of Logical Causality

机译:基于跟踪的逻辑因果关系通用框架

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In component-based safety-critical embedded systems it is crucial to determine the cause(s) of the violation of a safety property, be it to issue a precise alert, to steer the system into a safe state, or to determine liability of component providers. In this paper we present an approach to blame components based on a single execution trace violating a safety property P. The diagnosis relies on counterfactual reasoning ("what would have been the outcome if component C had behaved correctly?") to distinguish component failures that actually contributed to the outcome from failures that had little or no impact on the violation of P.
机译:在基于组件的对安全至关重要的嵌入式系统中,至关重要的是确定违反安全属性的原因,例如发出精确的警报,使系统进入安全状态或确定组件的责任。提供者。在本文中,我们提出了一种基于违反安全属性P的单一执行跟踪方式来怪罪组件的方法。诊断依赖于反事实推理(“如果组件C的行为正确,将会产生什么结果?”),以区分出那些导致组件故障的组件。实际上对失败的结果做出了贡献,而失败对P的违反影响很小或没有影响。

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