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A storm is Coming: A Modern Probabilistic Model Checker

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arxiv 1702.04311 v1 pith:B6SV7BNT submitted 2017-02-14 cs.SE

A storm is Coming: A Modern Probabilistic Model Checker

classification cs.SE
keywords probabilisticstormcheckermodelalgorithmsanalysisbenchmarkschains
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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We launch the new probabilistic model checker storm. It features the analysis of discrete- and continuous-time variants of both Markov chains and MDPs. It supports the PRISM and JANI modeling languages, probabilistic programs, dynamic fault trees and generalized stochastic Petri nets. It has a modular set-up in which solvers and symbolic engines can easily be exchanged. It offers a Python API for rapid prototyping by encapsulating storm's fast and scalable algorithms. Experiments on a variety of benchmarks show its competitive performance.

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