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Communication Dans Un Congrès Année : 2018

Simulation of stochastic blockchain models

Résumé

This paper build the foundations of a simulation tool for blockchain-based applications. It takes advantage of the huge expressiveness and extensibility of PyCATSHOO framework to deal with the important variability of blockchain implementations and properties of interest. A simple stochastic model of generic blockchain-style distributed consensus system and associated performance indicators are proposed (performance in terms of consistency and ability to discard double-spending attacks). Monte Carlo simulations are applied to assess the indicators and determine their sensitivity to the variation of input parameters.
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Dates et versions

hal-02103507 , version 1 (18-04-2019)

Identifiants

  • HAL Id : hal-02103507 , version 1

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Pierre-Yves Piriou, Jean-François Dumas. Simulation of stochastic blockchain models. 14th European Dependable Computing Conference, Sep 2018, Iasi, Poland. ⟨hal-02103507⟩

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