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cs.DC2026
Productivity in HPC: A Critical Review from SLOC and Performance Portability to AI-Assisted Programming
Ami Marowka
Productivity has long been recognized as a central concern in high-performance computing (HPC), yet it still lacks a workable formal definition and a broadly accepted metric for qu…
cs.DC2026
Handling Missing Data in Performance Portability Studies
Ami Marowka
Missing data is a common challenge in many real-world datasets, often leading to biased results or reduced accuracy. Missing data is a pervasive problem in performance efficiency d…
cs.DC2026
Evaluating SYCL as a Unified Programming Model for Heterogeneous Systems
Ami Marowka
High-performance computing (HPC) applications are increasingly executed in heterogeneous environments, introducing new challenges for programming and software portability. SYCL has…