A storm is Coming: A Modern Probabilistic Model Checker

February 14, 2017 ยท Declared Dead ยท ๐Ÿ› International Conference on Computer Aided Verification

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Authors Christian Dehnert, Sebastian Junges, Joost-Pieter Katoen, Matthias Volk arXiv ID 1702.04311 Category cs.SE: Software Engineering Citations 427 Venue International Conference on Computer Aided Verification Last Checked 1 month ago
Abstract
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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