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

机译:改进和评估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 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 [1], 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 [2] provides the two cornerstone results which are at the basis of the current version. The model checker has been evaluated and validated against PRISM [3] (for whose CSL~(TA) formulas which can be expressed in CSL) and against the statistical model checker Cosmos[4] (for all types of formulas).
机译:CSL〜(TA)是一种随机逻辑,其能够在CTMC的行为上表达特性,特别是在CTMC的可能执行方面(如呈现某种行为的路径集的概率上方/低于一定的阈值)。本文提出了新版本的随机模型检查器MC4CSL〜(TA),其验证CSL〜(TA)公式对连续时间Markov链,可能表达为广义随机培养物网。关于[1]中提供的模型检查器的第一个版本,版本2具有完全新的解决方案算法,可以验证基于定时自动机的复杂,嵌套公式,而同时能够当Automaton指定下一个或直到公式时,达到类似于CSL模型检查器的时间和空间复杂性。特别是,本文的目标是提出生成MRP的新方法,其中与[2]中提供的新MRP解决方案方法一起提供了基于当前版本的两个基石结果。模型检查器已经评估和验证了棱镜[3](对于其CSL〜(TA)公式,可以在CSL中表达)和统计模型检查器COSMOS [4](适用于所有类型的公式)。

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