Jim Gray saw the future of science as an explosion of digital data and a new world of scientific and technological disciplines that would be necessary to make sense of it all.

Over the decades scientists in quantitative research fields have often experienced a tug-of-war between the desire for large (and expensive) shared computing environments and smaller but powerful workstations that a single scientist could procure for their own lab. The...