The document describes a technique called Optimization-Space Exploration (OSE) developed by researchers at Princeton University to improve compiler optimizations. OSE explores multiple optimization configurations during compilation instead of relying on predictive heuristics. It limits the search space and number of configurations considered to control compile time. Experimental results showed OSE delivering up to 20% performance improvements for some SPEC benchmark programs compared to using single fixed optimization configurations.