Development effort estimation in HPC

In order to cover the ever increasing demands for computational power, while meeting electrical power and budget constraints, HPC systems are continuing to increase in hardware and software complexity. As a direct consequence, this also leads to increased development efforts to parallelize, tune or port applications. For an informed decision on how to spend available budgets, we therefore need quantitative metrics to estimate the development effort in HPC.