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GPUexplore \(^{\textsc {prob}}\) is an extension of GPUexplore that constructs state spaces of Markov Chains and performs probabilistic model checking entirely on a GPU. It can construct the state space of a Discrete-Time Markov Chain and verify that it satisfies a given Probabilistic Computation-Tree Logic formula. We present the tool, and experimentally compare with Storm, demonstrating its effectiveness.

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GPUexplore \(^{\textsc {prob}}\) : Markov Chain State Space Construction and Verification with GPUs

  • 会议论文

  • 出版模式：

    开放获取

  • 发表日期：

    2025年

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  • Jan Heemstra,
  • Anton Wijs

摘要

GPUexplore \(^{\textsc {prob}}\) is an extension of GPUexplore that constructs state spaces of Markov Chains and performs probabilistic model checking entirely on a GPU. It can construct the state space of a Discrete-Time Markov Chain and verify that it satisfies a given Probabilistic Computation-Tree Logic formula. We present the tool, and experimentally compare with Storm, demonstrating its effectiveness.