Models of Parallel Applications with Large Computation and I/O Requirements

  title={Models of Parallel Applications with Large Computation and I/O Requirements},
  author={Emilia Rosti and Giuseppe Serazzi and Evgenia Smirni and Mark S. Squillante},
  journal={IEEE Trans. Software Eng.},
ÐA fundamental understanding of the interplay between computation and I/O activities in parallel applications that manipulate huge amounts of data is critical to achieving good application performance, as well as correctly characterizing the workloads of large-scale high-performance parallel systems. In this paper, we present a formal model of the behavior of CPU and I/O interactions in scientific applications, from which we derive various formulas that characterize application performance. Our… CONTINUE READING
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