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Amir H. Ashouri
Person information
- affiliation: University of Toronto, Department of Electrical and Computer Engineering, ON, Canada
- affiliation (PhD 2016): Polytechnic University of Milan, Italy
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2020 – today
- 2024
- [c8]Amir H. Ashouri, Muhammad Asif Manzoor, Minh Vu, Raymond Zhang, Ziwen Wang, Angel Zhang, Bryan Chan, Tomasz S. Czajkowski, Yaoqing Gao:
Work-in-Progress:ACPO: An AI-Enabled Compiler Framework. CASES 2024: 21 - 2023
- [i4]Amir H. Ashouri, Muhammad Asif Manzoor, Duc Minh Vu, Raymond Zhang, Ziwen Wang, Angel Zhang, Bryan Chan, Tomasz S. Czajkowski, Yaoqing Gao:
ACPO: AI-Enabled Compiler-Driven Program Optimization. CoRR abs/2312.09982 (2023) - 2022
- [c7]Amir H. Ashouri, Mostafa Elhoushi, Yuzhe Hua, Xiang Wang, Muhammad Asif Manzoor, Bryan Chan, Yaoqing Gao:
Work-in-Progress: MLGOPerf: An ML Guided Inliner to Optimize Performance. CASES 2022: 3-4 - [i3]Amir H. Ashouri, Mostafa Elhoushi, Yuzhe Hua, Xiang Wang, Muhammad Asif Manzoor, Bryan Chan, Yaoqing Gao:
MLGOPerf: An ML Guided Inliner to Optimize Performance. CoRR abs/2207.08389 (2022)
2010 – 2019
- 2019
- [j4]Amir H. Ashouri, William Killian, John Cavazos, Gianluca Palermo, Cristina Silvano:
A Survey on Compiler Autotuning using Machine Learning. ACM Comput. Surv. 51(5): 96:1-96:42 (2019) - [j3]Amir H. Ashouri, Tarek S. Abdelrahman, Alwyn Dos Remedios:
Retraining-free methods for fast on-the-fly pruning of convolutional neural networks. Neurocomputing 370: 56-69 (2019) - 2018
- [b2]Amir H. Ashouri, Gianluca Palermo, John Cavazos, Cristina Silvano:
Automatic Tuning of Compilers Using Machine Learning. SpringerBriefs in Applied Sciences and Technology, Springer 2018, ISBN 978-3-319-71488-2, pp. 1-118 - [c6]Cristina Silvano, Gianluca Palermo, Giovanni Agosta, Amir H. Ashouri, Davide Gadioli, Stefano Cherubin, Emanuele Vitali, Luca Benini, Andrea Bartolini, Daniele Cesarini, João M. P. Cardoso, João Bispo, Pedro Pinto, Ricardo Nobre, Erven Rohou, Loïc Besnard, Imane Lasri, Nico Sanna, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Katerina Slaninová, Martin Golasowski, Andrea Rosario Beccari, Candida Manelfi:
Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox. CF 2018: 270-275 - [c5]Davide Gadioli, Ricardo Nobre, Pedro Pinto, Emanuele Vitali, Amir H. Ashouri, Gianluca Palermo, João M. P. Cardoso, Cristina Silvano:
SOCRATES - A seamless online compiler and system runtime autotuning framework for energy-aware applications. DATE 2018: 1143-1146 - [i2]Amir Hossein Ashouri, William Killian, John Cavazos, Gianluca Palermo, Cristina Silvano:
A Survey on Compiler Autotuning using Machine Learning. CoRR abs/1801.04405 (2018) - [i1]Amir H. Ashouri, Tarek S. Abdelrahman, Alwyn Dos Remedios:
Fast On-the-fly Retraining-free Sparsification of Convolutional Neural Networks. CoRR abs/1811.04199 (2018) - 2017
- [j2]Amir Hossein Ashouri, Andrea Bignoli, Gianluca Palermo, Cristina Silvano, Sameer Kulkarni, John Cavazos:
MiCOMP: Mitigating the Compiler Phase-Ordering Problem Using Optimization Sub-Sequences and Machine Learning. ACM Trans. Archit. Code Optim. 14(3): 29:1-29:28 (2017) - 2016
- [b1]Amir H. Ashouri:
Compiler autotuning using machine learning techniques. Polytechnic University of Milan, Italy, 2016 - [j1]Amir Hossein Ashouri, Giovanni Mariani, Gianluca Palermo, Eunjung Park, John Cavazos, Cristina Silvano:
COBAYN: Compiler Autotuning Framework Using Bayesian Networks. ACM Trans. Archit. Code Optim. 13(2): 21:1-21:25 (2016) - [c4]Amir Hossein Ashouri, Gianluca Palermo, Cristina Silvano:
An Evaluation of Autotuning Techniques for the Compiler Optimization Problems. RES4ANT@DATE 2016: 23-27 - [c3]Amir Hossein Ashouri, Andrea Bignoli, Gianluca Palermo, Cristina Silvano:
Predictive modeling methodology for compiler phase-ordering. PARMA-DITAM@HiPEAC 2016: 7-12 - [e1]Cristina Silvano, Walter Stechele, Stephan Wong, Jerónimo Castrillón, Michael Hübner, Amir Hossein Ashouri:
Proceedings of the 1st International Workshop on RESource Awareness and Application Auto-tuning in Adaptive and heterogeNeous compuTing co-located with 19th International Conference on Design, Automation And Test In Europe (DATE 2016), Dresden, Germany, March 18th, 2016. CEUR Workshop Proceedings 1643, CEUR-WS.org 2016 [contents] - 2014
- [c2]Amir Hossein Ashouri, Giovanni Mariani, Gianluca Palermo, Cristina Silvano:
A Bayesian network approach for compiler auto-tuning for embedded processors. ESTIMedia 2014: 90-97 - 2013
- [c1]Amir Hossein Ashouri, Vittorio Zaccaria, Sotirios Xydis, Gianluca Palermo, Cristina Silvano:
A framework for Compiler Level statistical analysis over customized VLIW architecture. VLSI-SoC 2013: 124-129
Coauthor Index
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last updated on 2024-11-30 01:13 CET by the dblp team
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