Method-specific dynamic compilation using logistic regression

@inproceedings{Cavazos2006MethodspecificDC,
  title={Method-specific dynamic compilation using logistic regression},
  author={John Cavazos and Michael F. P. O'Boyle},
  booktitle={OOPSLA},
  year={2006}
}
Determining the best set of optimizations to apply to a program has been a long standing problem for compiler writers. To reduce the complexity of this task, existing approaches typically apply the same set of optimizations to all procedures within a program, without regard to their particular structure. This paper develops a new method-specific approach that automatically selects the best optimizations on a per method basis within a dynamic compiler. Our approach uses the machine learning… CONTINUE READING
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