Please make the following paragraph simpler.
Parallelism has long been employed in high-performance computing, but it's gaining broader interest due to the physical constraints preventing frequency scaling.
It has been used for many years, mainly in high-performance computing, with a great increase in its use in recent years, due to the physical constraints preventing frequency scaling.