Embodiments of the invention relate to prefetching data on a chip having at least one scout core, at least one parent core, and a shared cache that is common between the at least one scout core and the at least one parent core. A prefetch code is executed by the scout core for monitoring the parent core. The prefetch code executes independently from the parent core. The scout core determines that at least one specified data pattern has occurred in the parent core based on monitoring the parent core. A prefetch request is sent from the scout core to the shared cache. The prefetch request is sent based on the at least one specified pattern being detected by the scout core. A data set indicated by the prefetch request is sent to the parent core by the shared cache.