An embodiment of the invention is a technique to affinitize a thread in a multiprocessor system having N clusters of processors. A usage status of an active thread in the multiprocessor system is determined. The active thread utilize one of first and second local memories associated with first and second processor configurations, respectively. One of the first and second processor configurations is selected based on the usage status.