作者位次 #3/3PPoPP 2026Oral· Parallel & Distributed Programming
Dynamic Detection of Inefficient Data Mapping Patterns in Heterogeneous OpenMP Applications
Luke Marzen · Junhyung Shim · Ali Jannesari
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Luke Marzen · Junhyung Shim · Ali Jannesari
Le Chen · Nuo Xu · Winson Chen · Bin Lei · Pei-Hung Lin · Dunzhi Zhou · Rajeev Thakur · Caiwen Ding · Ali Jannesari · Chunhua Liao
Large language models (LLMs) have shown remarkable capabilities in code translation, yet their performance deteriorates in low-resource programming domains such as Fortran and emerging frameworks like CUDA, where high-quality parallel data are scarce. We present an automated dataset generation pi...