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A Platform for High Performance Statistical Model Checking – PLASMA
Abstract : 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 ef-ficiency PLASMA compiles both model and property into bytecode that is executed on an in-built memory-efficient virtual machine.
Cited literature [9 references]
https://hal.inria.fr/hal-01087824
Contributor : Cyrille Jegourel <>
Submitted on : Wednesday, November 26, 2014 - 5:21:34 PM
Last modification on : Thursday, January 7, 2021 - 4:33:55 PM
Long-term archiving on: : Friday, February 27, 2015 - 12:45:42 PM
Contributor : Cyrille Jegourel <>
Submitted on : Wednesday, November 26, 2014 - 5:21:34 PM
Last modification on : Thursday, January 7, 2021 - 4:33:55 PM
Long-term archiving on: : Friday, February 27, 2015 - 12:45:42 PM
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PLASMA.pdf
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