A method, system, and computer program product for preemptive page eviction in a computer system are provided. The method includes identifying a region in an input file for preemptive page eviction, where the identified region is infrequently accessed relative to other regions of the input file. The method also includes generating an output file from the input file, where the identified region is flagged as a page for preemptive page eviction in the output file. The method further includes loading the output file to a memory hierarchy including a faster level of memory and a slower level of memory, wherein the flagged page is preemptively written to the slower level of memory.