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experiment with "symbolic branch prediction" to avoid solver calls? #477

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zapashcanon opened this issue Jan 17, 2025 · 0 comments
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enhancement New feature or request internship

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@zapashcanon
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Something between concolic and symbolic execution.

This is similar to what is done in https://ieeexplore.ieee.org/abstract/document/10123579 but I'm not sure we need to use AI for this, we could try to re-use well known branch prediction techniques (see for instance https://danluu.com/branch-prediction/ which is a good introduction).

The idea would be to predict which branches are reachable instead of asking the solver (we should be able to make a guess quickly) and to only call the solver at the end of execution when we may have found a bug.

@zapashcanon zapashcanon added enhancement New feature or request internship labels Jan 17, 2025
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