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Parallel SMT Solving via Dynamic Partitioning, Core-Guided Pruning, and Online Backbone Detection

Announce Type: new Abstract: Exploiting parallelism in modern CPU architectures remains a longstanding challenge in optimizing SMT solvers. We introduce a novel parallel framework that dynamically builds a binary partition tree of the search space by sampling from workers' VSIDS statistics during solving. We leverage the full power of core-based CDCL-style pruning to continuously shrink the partition tree.

arXiv CS 1d ago