HPC (High Performance Computing) utilizes parallel processing for applications like actuarial sciences, financial modeling, and genetics research. A hybrid HPC-Azure configuration uses on-premise compute nodes and Azure compute nodes for additional capacity. The head node distributes work units to the compute node clusters. Powershell and the Windows Azure Management Library can automate starting and stopping Azure nodes to control costs in this hybrid configuration.