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Improving and Assessing the Efficiency of the MC4CSL~(TA) Model Checker

机译:提高和评估MC4CSL〜(TA)模型检查器的效率

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CSL~(TA) is a stochastic logic which is able to express properties on the behavior of a CTMC, in particular in terms of the possible executions of the CTMC (like the probability that the set of paths that exhibits a certain behavior is above/below a certain threshold). This paper presents the new version of the the stochastic model checker MC4CSL~(TA), which verifies CSL~(TA) formulas against a Continuous Time Markov Chain, possibly expressed as a Generalized Stochastic Petri Net. With respect to the first version of the model checker presented in, version 2 features a totally new solution algorithm, which is able to verify complex, nested formulas based on the timed automaton, while, at the same time, is capable of reaching a time and space complexity similar to that of the CSL model checkers when the automaton specifies a neXt or an Until formulas. In particular, the goal of this paper is to present a new way of generating the MRP, which, together with the new MRP solution method presented in provides the two cornerstone results which are at the basis of the current version. The model checker has been evaluated and validated against PRISM (for whose CSL~(TA) formulas which can be expressed in CSL) and against the statistical model checker Cosmos (for all types of formulas).
机译:CSL〜(TA)是一种随机逻辑,能够表达CTMC行为的属性,尤其是在CTMC的可能执行方面(例如,表现出某种行为的路径集的概率高于/低于特定阈值)。本文介绍了随机模型检查器MC4CSL〜(TA)的新版本,该模型针对连续时间马尔可夫链(可能表示为广义随机Petri网)验证了CSL〜(TA)公式。关于出现的模型检查器的第一个版本,第2版具有全新的解决方案算法,该算法能够根据定时自动机来验证复杂的嵌套公式,而同时又能够达到一定的时间。自动机指定neXt或直到公式时,空间复杂度与CSL模型检查器相似。特别是,本文的目的是提出一种生成MRP的新方法,该方法与所提供的MRP解决方案新方法一起,提供了两个以当前版本为基础的基石结果。已针对PRISM(可在CSL中表达其CSL〜(TA)公式)和统计模型检查器Cosmos(针对所有类型的公式)对模型检查器进行了评估和验证。

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