English

A semi-algebraic model for automatic loop parallelization

Symbolic Computation 2024-12-30 v1 Distributed, Parallel, and Cluster Computing

Abstract

In this work, we introduce a semi-algebraic model for automatic parallelization of perfectly nested polynomial loops, which generalizes the classical polyhedral model. This model supports the basic tasks for automatic loop parallelization, such as the representation of the nested loop, the dependence analysis, the computation of valid schedules, as well as the transformation of the loop program with a valid schedule.

Keywords

Cite

@article{arxiv.2412.19287,
  title  = {A semi-algebraic model for automatic loop parallelization},
  author = {Changbo Chen},
  journal= {arXiv preprint arXiv:2412.19287},
  year   = {2024}
}