Work-in-progress: modelling probabilistic timing analysis

Bojan Nokovic, Emil Sekerinski · Embedded Software · 2017

We describe the process of calculating the execution time pro€le (ETP) in order to determine the probabilistic worst case execution time (WCET) using a model-based approach. By hierarchical state machines with probabilistic transitions and costs/reward speci€- cations, we model the instructions with probabilistic execution time. From the model, our tool, pState, generates input code for a probabilistic model checker on which properties can be analysed.

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