I'm sorry if this sounds a little nooby, but why the hell would you need all that processing power? what could you actually do with it that would help you in "everyday" life?
The "everyday" needs of computational scientists might include: molecular modeling, numerical algorithms and software for mathematics, quantum chemistry, molecular static and dynamics, computational geophysics, biophysics, computational fluid dynamics, air quality simulations, computational biology, plasma and gas physics, and weather prediction.