| A Survey on Compiler Autotuning Using Machine Learning AH Ashouri, W Killian, J Cavazos, G Palermo, C Silvano ACM Computing Surveys (CSUR) 51 (5), 96, 2018 | 260 | 2018 |
| COBAYN: Compiler Autotuning Framework Using Bayesian Networks AH Ashouri, G Mariani, G Palermo, E Park, J Cavazos, C Silvano ACM Transactions on Architecture and Code Optimization (TACO) 13 (2), 21, 2016 | 114 | 2016 |
| MiCOMP: Mitigating the compiler phase-ordering problem using optimization sub-sequences and machine learning AH Ashouri, A Bignoli, G Palermo, C Silvano, S Kulkarni, J Cavazos ACM Transactions on Architecture and Code Optimization (TACO) 14 (3), 29, 2017 | 110 | 2017 |
| A Bayesian Network Approach for Compiler Auto-tuning for Embedded processors AH Ashouri, G Mariani, G Palermo, C Silvano 2014 IEEE 12th Symposium on Embedded Systems for Real-time Multimedia …, 2014 | 44 | 2014 |
| Predictive Modeling Methodology for Compiler Phase-Ordering AH Ashouri, A Bignoli, G Palermo, C Silvano ACM PARMA-DITAM, 7th Workshop on Parallel Programming and Run-Time …, 2016 | 41 | 2016 |
| Retraining-free Methods for Fast On-the-fly Pruning of Convolutional Neural Networks AH Ashouri, TS Abdelrahman, A Dos Remedios Neurocomputing 370, 56-69, 2019 | 26* | 2019 |
| A Framework for Compiler Level Statistical Analysis Over Customized VLIW Architecture AH Ashouri, V Zaccaria, S Xydis, G Palermo, C Silvano IEEE/IFIP 21st International Conference on Very Large Scale Integration …, 2013 | 22 | 2013 |
| Automatic Tuning of Compilers Using Machine Learning AH Ashouri, G Palermo, J Cavazos, C Silvano Springer Book - 978-3-319-71489-9, 2018 | 19 | 2018 |
| SOCRATES—A seamless online compiler and system runtime autotuning framework for energy-aware applications D Gadioli, R Nobre, P Pinto, E Vitali, AH Ashouri, G Palermo, J Cardoso, ... 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2018 | 16 | 2018 |
| MLGOPerf: An ML Guided Inliner to Optimize Performance AH Ashouri, M Elhoushi, Y Hua, X Wang, MA Manzoor, B Chan, Y Gao arXiv preprint arXiv:2207.08389, 2022 | 13* | 2022 |
| Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox C Silvano, G Palermo, G Agosta, AH Ashouri, D Gadioli, S Cherubin, ... Proceedings of the 15th ACM International Conference on Computing Frontiers …, 2018 | 13 | 2018 |
| Compiler Autotuning using Machine Learning Techniques AH Ashouri Ph. D. Dissertation. Politecnico di Milano, Italy. http://hdl.handle.net …, 2016 | 12 | 2016 |
| An Evaluation of Autotuning Techniques for the Compiler Optimization Problems AH Ashouri, C Palermo, C Silvano Res4ant Workshop (Co-located with DATE 2016)- RESource Awareness and …, 2016 | 10* | 2016 |
| Design Space Exploration Methodology for Compiler Parameters in VLIW Processors AH Ashouri M. Sc. Dissertation. Politecnico di Milano, Italy. http://hdl.handle.net …, 2012 | 6 | 2012 |
| The Phase-Ordering Problem: A Complete Sequence Prediction Approach AH Ashouri, G Palermo, J Cavazos, C Silvano, AH Ashouri, G Palermo, ... Automatic Tuning of Compilers Using Machine Learning, 85-113, 2018 | 4 | 2018 |
| The Phase-Ordering Problem: An Intermediate Speedup Prediction Approach AH Ashouri, G Palermo, J Cavazos, C Silvano, AH Ashouri, G Palermo, ... Automatic Tuning of Compilers Using Machine Learning, 71-83, 2018 | 3 | 2018 |
| Design Space Exploration of Compiler Passes: A Co-Exploration Approach for the Embedded Domain AH Ashouri, G Palermo, J Cavazos, C Silvano, AH Ashouri, G Palermo, ... Automatic Tuning of Compilers Using Machine Learning, 23-39, 2018 | 2 | 2018 |
| Selecting the Best Compiler Optimizations: A Bayesian Network Approach AH Ashouri, G Palermo, J Cavazos, C Silvano Automatic Tuning of Compilers Using Machine Learning, 41-70, 2017 | 2 | 2017 |
| ACPO: AI-Enabled Compiler-Driven Program Optimization AH Ashouri, MA Manzoor, DM Vu, R Zhang, Z Wang, A Zhang, B Chan, ... arXiv preprint arXiv:2312.09982, 2023 | | 2023 |
Cristina SilvanoIEEE Fellow, Full Professor, Politecnico di MilanoVerified email at polimi.it
