Before revision: With the ubiquity of accelerators , such as FPGAs and GPUs, the complexity of high-performance programming is increasing beyond the skill-set of the average scientist in domains outside of computer science.
After revision: With the ubiquity of accelerators , such as FPGAs and GPUs, the complexity of high-performance computing has driven programming complexity beyond the skill-set of the average scientist in domains outside of computer science.