In one embodiment, a method for detecting false sharing includes running code on a plurality of cores, where the code includes instrumentation and tracking cache invalidations in the code while running the code to produce tracked invalidations in accordance with the instrumentation, where tracking the cache invalidations includes tracking cache accesses to a plurality of cache lines by a plurality of tasks. The method also includes reporting false sharing in accordance with the tracked invalidations to produce a false sharing report.