HPC looks very different today than it did when I was a graduate student in the mid-90s. Today��s supercomputers are many orders of magnitude faster than the machines of the 90s, and GPUs have helped push arithmetic performance on several leading systems to stratospheric levels. Unfortunately, the arithmetic performance wrought by two decades of supercomputer design has created tremendous I/
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