Amir H. Ashouri
Amir H. Ashouri
Sr. R&D @ Huawei Technologies, Canada
Geverifieerd e-mailadres voor huawei.com - Homepage
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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
812018
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
552016
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
502017
A Bayesian Network Approach for Compiler Auto-tuning for Embedded Processors
AH Ashouri, G Mariani, G Palermo, C Silvano
IEEE Symposium on Embedded Systems for Real-time Multimedia (ESTIMedia), 90-97, 2014
292014
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-Timeá…, 2016
252016
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 Integrationá…, 2013
172013
Automatic Tuning of Compilers Using Machine Learning
AH Ashouri, G Palermo, J Cavazos, C Silvano
Springer Book - 978-3-319-71489-9, 2018
122018
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
11*2019
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 Frontiersá…, 2018
102018
Compiler Autotuning using Machine Learning Techniques
AH Ashouri
Ph. D. Dissertation. Politecnico di Milano, Italy. http://hdl.handle.netá…, 2016
102016
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 andá…, 2016
72016
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 (DATEá…, 2018
62018
Design Space Exploration Methodology for Compiler Parameters in VLIW Processors
AH Ashouri
M. Sc. Dissertation. Politecnico di Milano, Italy. http://hdl.handle.netá…, 2012
62012
The Phase-Ordering Problem: An Intermediate Speedup Prediction Approach
AH Ashouri, G Palermo, J Cavazos, C Silvano
Automatic Tuning of Compilers Using Machine Learning, 71-83, 2018
22018
The Phase-Ordering Problem: A Complete Sequence Prediction Approach
AH Ashouri, G Palermo, J Cavazos, C Silvano
Automatic Tuning of Compilers Using Machine Learning, 85-113, 2018
12018
Design Space Exploration of Compiler Passes: A Co-Exploration Approach for the Embedded Domain
AH Ashouri, G Palermo, J Cavazos, C Silvano
Automatic Tuning of Compilers Using Machine Learning, 23-39, 2018
12018
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, 2018
12018
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Artikelen 1–17