A computer implemented method, data processing system, computer usable code, and apparatus are provided for generation of software thermal profiles for applications executing on a set of processors. Sampling is performed of the hardware operations occurring in a set of processors during the execution of a set of workloads to create sampled information. A thermal index is then generated based on the sampled information.