A CSL Model Checker for Continuous-Time Markov Chains

نویسندگان

  • Yang Gao
  • Ernst Moritz Hahn
  • Naijun Zhan
  • Lijun Zhang
چکیده

We present CCMC (Conditional CSL Model Checker), a model checker for continuous-time Markov chains (CTMCs) with respect to formulas specified in continuoustime stochastic logic (CSL). Existing CTMC model checkers such as PRISM or MRMC handle only binary CSL until path formulas. CCMC is the first tool that supports algorithms for analyzing multiple until path formulas. Moreover, CCMC supports a recent extension of CSL – conditional CSL formulas – which makes it possible to verify a larger class of properties on CTMC models. Our tool is based on our recent algorithmic advances for CSL, that construct a stratified CTMC before performing transient probability analyses. The stratified CTMC is a product obtained from original CTMC and an automaton extracted from a given formula, aiming to filter out the irrelevant paths and make the computation more efficient.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

CCMC: A Conditional CSL Model Checker for Continuous-Time Markov Chains

We present CCMC (Conditional CSL Model Checker), a model checker for continuous-time Markov chains (CTMCs) with respect to properties specified in continuous-time stochastic logic (CSL). Existing CTMC model checkers such as PRISM or MRMC handle only binary CSL until path formulas. CCMC is the first tool that supports algorithms for analyzing multiple until path formulas. Moreover, CCMC supports...

متن کامل

Automata-Based CSL Model Checking

For continuous-time Markov chains, the model-checking problem with respect to continuous-time stochastic logic (CSL) has been introduced and shown to be decidable by Aziz, Sanwal, Singhal and Brayton in 1996. The presented decision procedure, however, has exponential complexity. In this paper, we propose an effective approximation algorithm for full CSL. The key to our method is the notion of s...

متن کامل

Efficient CSL Model Checking Using Stratification

For continuous-time Markov chains, the model-checking problem with respect to continuous-time stochastic logic (CSL) has been introduced and shown to be decidable by Aziz, Sanwal, Singhal and Brayton in 1996 [1, 2]. Their proof can be turned into an approximation algorithm with worse than exponential complexity. In 2000, Baier, Haverkort, Hermanns and Katoen [4, 5] presented an efficient polyno...

متن کامل

Probabilistic Model Checking for Biology

Probabilistic model checking is an automated method for verifying the correctness and performance of probabilistic models. Property specifications are expressed in probabilistic temporal logic, denoting, for example, the probability of a given event, the probability of its occurrence within a given time interval, or expected number of times it has occurred in a time period. This chapter focuses...

متن کامل

Bisimulation Minimisation and Probabilistic Model Checking

Probabilistic model checking is a technique for the verification of probabilistic systems. The size of the state space is a limiting factor for model checking. We used bisimulation minimisation to combat this problem. Bisimulation minimisation is a technique where the model under consideration is first minimised prior to the actual model checking. We also considered a technique where the model ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013