Software Safety Demonstration and Idemnification
نویسنده
چکیده
In cyber-physical systems, software may control safety-significant operations. This report discusses a method to structure software testing to measure the statistical confidence that algorithms are true to their intended design. The subject matter appears in two main parts: theory, which shows the relationship between discrete systems theory, software, and the actuated automaton; and application, which discusses safety demonstration and indemnification, a safety assurance metric. The recommended form of statistical testing involves sampling algorithmic behavior in a specific area of safety risk known as a hazard. When this sample is random, it is known as a safety demonstration. It provides evidence for indemnification, a statistic expressing an assured upper bound for accident probability. The method obtains results efficiently from practical sample sizes.
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ورودعنوان ژورنال:
- CoRR
دوره abs/1501.00820 شماره
صفحات -
تاریخ انتشار 2015