6 citations · 10 across the 3 of their papers we have counts for
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cs.PL2022★ 6 cited
Profile Guided Optimization without Profiles: A Machine Learning Approach
Nadav Rotem, Chris Cummins
Profile guided optimization is an effective technique for improving the optimization ability of compilers based on dynamic behavior, but collecting profile data is expensive, cumbe…
cs.PL2020★ 2 cited
Deep Data Flow Analysis
Chris Cummins, Hugh Leather, Zacharias Fisches +3
Compiler architects increasingly look to machine learning when building heuristics for compiler optimization. The promise of automatic heuristic design, freeing the compiler engine…