ParMaxFEM, a task-parallel C++ MaxFEM with thread-local buffers and batch merge, yields up to 35x speedup over SPMF on 8 cores while cutting memory and adding native Python integration in Desbordante.
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Discovery of frequent episodes in event sequences,
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Scalable Maximal Frequent Episode Mining with Desbordante
ParMaxFEM, a task-parallel C++ MaxFEM with thread-local buffers and batch merge, yields up to 35x speedup over SPMF on 8 cores while cutting memory and adding native Python integration in Desbordante.