A STORM is Coming: A Modern Probabilistic Model Checker

被引:282
作者
Dehnert, Christian [1 ]
Junges, Sebastian [1 ]
Katoen, Joost-Pieter [1 ]
Volk, Matthias [1 ]
机构
[1] Rhein Westfal TH Aachen, Aachen, Germany
来源
COMPUTER AIDED VERIFICATION (CAV 2017), PT II | 2017年 / 10427卷
关键词
PARAMETER SYNTHESIS;
D O I
10.1007/978-3-319-63390-9_31
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
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.
引用
收藏
页码:592 / 600
页数:9
相关论文
共 42 条
[1]  
Abraham Erika, 2014, Formal Methods for Executable Software Models. 14th International School on Formal Methods for the Design of Computer, Communication, and Software Systems, SFM 2014. Advanced Lectures: LNCS 8483, P65, DOI 10.1007/978-3-319-07317-0_3
[2]  
Aljazzar Husain, 2011, Model Checking Software. Proceedings 18th International SPIN Workshop, P183, DOI 10.1007/978-3-642-22306-8_13
[3]  
Amparore Elvio Gilberto, 2014, Application and Theory of Petri Nets and Concurrency. 35th International Conference, PETRI NETS 2014. Proceedings: LNCS 8489, P354, DOI 10.1007/978-3-319-07734-5_19
[4]  
[Anonymous], 2014, PROC FOSE 14, DOI DOI 10.1145/2593882.2593900
[5]  
[Anonymous], LECT NOTES COMPUTER
[6]   Model-checking algorithms for continuous-time Markov chains [J].
Baier, C ;
Haverkort, B ;
Hermanns, H ;
Katoen, JP .
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2003, 29 (06) :524-541
[7]  
Baier C, 2014, LNCS, V8413, P515, DOI DOI 10.1007/978-3-642-54862-8
[8]   A Rigorous, Compositional, and Extensible Framework for Dynamic Fault Tree Analysis [J].
Boudali, Hichem ;
Crouzen, Pepijn ;
Stoelinga, Marielle .
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2010, 7 (02) :128-143
[9]  
Brázdil T, 2014, LECT NOTES COMPUT SC, V8837, P98, DOI 10.1007/978-3-319-11936-6_8
[10]   JANI: Quantitative Model and Tool Interaction [J].
Budde, Carlos E. ;
Dehnert, Christian ;
Hahn, Ernst Moritz ;
Hartmanns, Arnd ;
Junges, Sebastian ;
Turrini, Andrea .
TOOLS AND ALGORITHMS FOR THE CONSTRUCTION AND ANALYSIS OF SYSTEMS, TACAS 2017, PT II, 2017, 10206 :151-168