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A Platform for High Performance Statistical Model Checking - PLASMA
Conference proceeding   Peer reviewed

A Platform for High Performance Statistical Model Checking - PLASMA

Cyrille Jegourel, Axel Legay, Sean Sedwards and Cyrille Pierre Joseph Jegourel
TOOLS AND ALGORITHMS FOR THE CONSTRUCTION AND ANALYSIS OF SYSTEMS, TACAS 2012, Vol.7214, pp.498-503
Lecture Notes in Computer Science
01/01/2012

Abstract

Computer Science Computer Science, Software Engineering Computer Science, Theory & Methods Science & Technology Technology
Statistical model checking offers the potential to decide and quantify dynamical properties of models with intractably large state space, opening up the possibility to verify the performance of complex real-world systems. Rare properties and long simulations pose a challenge to this approach, so here we present a fast and compact statistical model checking platform, PLASMA, that incorporates an efficient simulation engine and uses importance sampling to reduce the number and length of simulations when properties are rare. For increased flexibility and efficiency PLASMA compiles both model and property into bytecode that is executed on an in-built memory-efficient virtual machine.
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https://doi.org/10.1007/978-3-642-28756-5_37View
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