Write a Blog >>
SPLASH 2012
Fri 19 - Fri 26 October 2012 Tucson, Arizona, United States
John Cavazos

Not registered as user yet

Name: John Cavazos

Bio: I was one of the first researchers to introduce the use of machine learning to optimize an optimizing compiler itself. Compilers typically contain many heuristics to solve hard problems approximately and efficiently. Finding heuristics that perform well on a broad range of applications and processors is one of the most complex tasks faced by compiler writers. My research involves using machine learning techniques to automatically construct compiler optimization heuristics. I have shown that this technique can completely eliminate the human from heuristic design. My research on applying machine learning to compiler optimizations received the NSF CAREER award.

Affiliation: University of Delaware

Personal website: http://www.eecis.udel.edu/~cavazos/

Contributions

SPLASH 2012Author of Mitigating the compiler optimization phase-ordering problem using machine learning within the OOPSLA Research Papers-track
Show activities from other conferences

SPLASH 2012-profile
View general profile