BY JON CAMERON CALHOUN DISSERTATION Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in Computer Science in the Graduate College of the University of Illinois at Urbana-Champaign, 2017 Abstract As high-performance computing (HPC) continues…