1. A computer program product for 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, the computer program product comprising: a non-transitory tangible storage medium readable by a processing circuit and storing instructions for execution by the processing circuit for performing a method comprising: executing a prefetch code by the at least one scout core, the prefetch code executing independently from the at least one parent core, the prefetch code including: monitoring for specified data patterns in the at least one parent core, the specified data patterns including at least one of a cache miss occurring in a cache located in the at least one parent core and a checkpoint address of the at least one parent core; determining by the at least one scout core that at least one of the specified data patterns has occurred in the at least one parent core, the determining based on the monitoring; sending a prefetch request from the at least one scout core to the shared cache, the sending based on the determining; and sending, by the shared cache, a data set indicated by the prefetch request to the at least one parent core.