conference paper · 2022

Towards Intelligent Compiler Optimization

Mihael Kovac , Mario Brcic , Agneza Krajna , Dalibor Krleza

Proceedings of MIPRO 2022 — 45th International Convention on ICT, Electronics and Microelectronics, Opatija, Croatia, pp. 948-953

DOI: 10.23919/MIPRO55190.2022.9803630

Notes

Surveys learning-based approaches to compiler optimization and frames the problem as a sequential decision-making one where ML can replace hand-tuned heuristics. Discusses representation choices, search spaces, and the challenges of generalising across programs and target architectures.

How to cite

@inproceedings{brcic2022kovac,
  author = {Mihael Kovac and Mario Brcic and Agneza Krajna and Dalibor Krleza},
  title = {Towards Intelligent Compiler Optimization},
  booktitle = {Proceedings of MIPRO 2022 — 45th International Convention on ICT, Electronics and Microelectronics, Opatija, Croatia, pp. 948-953},
  year = {2022},
  doi = {10.23919/MIPRO55190.2022.9803630},
  url = {https://doi.org/10.23919/MIPRO55190.2022.9803630},
}

Topics:

decision intelligence