Amir H. Ashouri

According to our database, Amir H. Ashouri authored at least 16 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

ACPO: AI-Enabled Compiler-Driven Program Optimization.

Amir H. Ashouri, Muhammad Asif Manzoor, Duc Minh Vu, Raymond Zhang, Ziwen Wang, Angel Zhang, Bryan Chan, Tomasz S. Czajkowski, Yaoqing Gao

CoRR, 2023

2022

MLGOPerf: An ML Guided Inliner to Optimize Performance.

Amir H. Ashouri, Mostafa Elhoushi, Yuzhe Hua, Xiang Wang, Muhammad Asif Manzoor, Bryan Chan, Yaoqing Gao

CoRR, 2022

Work-in-Progress: MLGOPerf: An ML Guided Inliner to Optimize Performance.

Amir H. Ashouri, Mostafa Elhoushi, Yuzhe Hua, Xiang Wang, Muhammad Asif Manzoor, Bryan Chan, Yaoqing Gao

Proceedings of the International Conference on Compilers, 2022

2019

Retraining-free methods for fast on-the-fly pruning of convolutional neural networks.

Amir H. Ashouri, Tarek S. Abdelrahman, Alwyn Dos Remedios

Neurocomputing, 2019

A Survey on Compiler Autotuning using Machine Learning.

Amir H. Ashouri, William Killian, John Cavazos, Gianluca Palermo, Cristina Silvano

ACM Comput. Surv., 2019

2018

Fast On-the-fly Retraining-free Sparsification of Convolutional Neural Networks.

Amir H. Ashouri, Tarek S. Abdelrahman, Alwyn Dos Remedios

CoRR, 2018

SOCRATES - A seamless online compiler and system runtime autotuning framework for energy-aware applications.

Davide Gadioli, Ricardo Nobre, Pedro Pinto, Emanuele Vitali, Amir H. Ashouri, Gianluca Palermo, João M. P. Cardoso, Cristina Silvano

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox.

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

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

Automatic Tuning of Compilers Using Machine Learning.

Amir H. Ashouri, Gianluca Palermo, John Cavazos, Cristina Silvano

SpringerBriefs in Applied Sciences and Technology, Springer, ISBN: 978-3-319-71489-9, 2018

2017

MiCOMP: Mitigating the Compiler Phase-Ordering Problem Using Optimization Sub-Sequences and Machine Learning.

Amir Hossein Ashouri, Andrea Bignoli, Gianluca Palermo, Cristina Silvano, Sameer Kulkarni, John Cavazos

ACM Trans. Archit. Code Optim., 2017

2016

Compiler autotuning using machine learning techniques.

Amir H. Ashouri

PhD thesis, 2016

COBAYN: Compiler Autotuning Framework Using Bayesian Networks.

Amir Hossein Ashouri, Giovanni Mariani, Gianluca Palermo, Eunjung Park, John Cavazos, Cristina Silvano

ACM Trans. Archit. Code Optim., 2016

Predictive modeling methodology for compiler phase-ordering.

Amir Hossein Ashouri, Andrea Bignoli, Gianluca Palermo, Cristina Silvano

Proceedings of the 7th Workshop on Parallel Programming and Run-Time Management Techniques for Many-core Architectures and the 5th Workshop on Design Tools and Architectures For Multicore Embedded Computing Platforms, 2016

An Evaluation of Autotuning Techniques for the Compiler Optimization Problems.

Amir Hossein Ashouri, Gianluca Palermo, Cristina Silvano

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, 2016

2014

A Bayesian network approach for compiler auto-tuning for embedded processors.

Amir Hossein Ashouri, Giovanni Mariani, Gianluca Palermo, Cristina Silvano

Proceedings of the 12th IEEE Symposium on Embedded Systems for Real-time Multimedia, 2014

2013

A framework for Compiler Level statistical analysis over customized VLIW architecture.

Amir Hossein Ashouri, Vittorio Zaccaria, Sotirios Xydis, Gianluca Palermo, Cristina Silvano

Proceedings of the 21st IEEE/IFIP International Conference on VLSI and System-on-Chip, 2013