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David Leopoldseder

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  • VMIL2 editions2022–2024

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titleconferencedate
An Analysis of Compiled Code Reusability in Dynamic CompilationVMIL 20242024-10-20
Prototype implements IR caching and deferred optimization for GraalVM targeting the HotSpot JVM, tested on Renaissance benchmarks. It disables field folding…
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Diagnosing Compiler Performance by Comparing Optimization DecisionsMPLR 20232023-10-22
Captures compiler decisions as optimization trees per compilation unit, emits logs by adding hooks into the Graal compiler, and compares runs with tree edit…
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Improving Vectorization Heuristics in a Dynamic Compiler with Machine Learning ModelsVMIL 20222022-12-05
Machine learning replaces GraalVM’s hand-tuned post-vectorization unroll heuristic by a trained model that predicts loop unroll factors using ~142 code…
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