2 papers
cs.SE2026
Automatic Identification of Parallelizable Loops Using Transformer-Based Source Code Representations
Izavan dos S. Correia, Henrique C. T. Santos, Tiago A. E. Ferreira
Automatic parallelization remains a challenging problem in software engineering, particularly in identifying code regions where loops can be safely executed in parallel on modern m…
cs.LG2025
Discovering Software Parallelization Points Using Deep Neural Networks
Izavan dos S. Correia, Henrique C. T. Santos, Tiago A. E. Ferreira
This study proposes a deep learning-based approach for discovering loops in programming code according to their potential for parallelization. Two genetic algorithm-based code gene…