Productivity and software development effort estimation in high-performance computing

Relying vast HPC investments on informed decision making is important when serving the ever increasing demands for computational power. To compare and evaluate HPC systems in procurement processes, I define a productivity model that focuses on the number of simulation application runs and the total cost of ownership (TCO). As part of TCO, I setup a methodology to estimate software development costs with respect to HPC-related efforts. I provide proof of concepts based on real-world HPC setups.