From cTuning.org
Welcome to the Fourth Workshop on Statistical and Machine Learning Approaches to ARchitectures and CompilaTion (SMART'10). The workshop series is intended as a forum for the growing community that studies the application of machine learning techniques to translation and the design of machines. It also has as a goal to increase awareness about the tremendous importance of advanced techniques to address the complexity of today's machines and compilers.
This year, we received eight submissions; each was evaluated by at least four members of the program committee with an average of 4.6 reviews. Five of the submitted papers were accepted, based on their quality and focus, for presentation at the workshop. Besides the papers, the program this year also includes a keynote presentation by Prof. Keith Cooper on the PACE project.
We hope that this year's attendees will find the ideas presented in the papers and the keynote presentation interesting and useful. Best wishes for a productive meeting!
John Cavazos, Grigori Fursin, David Whalley (program chair)
SMART'10 organizers