Automatic Tuning of Compilers Using Machine Learning

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

2. Design Space Exploration of Compiler Passes: A Co-Exploration Approach for the Embedded Domain
Amir H. Ashouri, Gianluca Palermo, John Cavazos, Cristina Silvano

3. Selecting the Best Compiler Optimizations: A Bayesian Network Approach
Amir H. Ashouri, Gianluca Palermo, John Cavazos, Cristina Silvano

4. The Phase-Ordering Problem: An Intermediate Speedup Prediction Approach
Amir H. Ashouri, Gianluca Palermo, John Cavazos, Cristina Silvano

5. The Phase-Ordering Problem: A Complete Sequence Prediction Approach
Amir H. Ashouri, Gianluca Palermo, John Cavazos, Cristina Silvano

6. Concluding Remarks
Amir H. Ashouri, Gianluca Palermo, John Cavazos, Cristina Silvano

Keywords: Engineering, Computational Intelligence, Programming Languages, Compilers, Interpreters, Simulation and Modeling, Artificial Intelligence (incl. Robotics)