Characterizing and Predicting Scientific Workloads for Heterogeneous Computing Systems
The next-generation of supercomputers will feature a diverse mix of accelerator devices. The increase of heterogeneity is explained by the nature of these devices - certain accelerators offer acceleration, or a shorter time to completion, for particular programs. Characteristics of these programs are fixed regardless of which accelerator is used for computation; for instance, a graph traversal program always exhibits the properties of graph traversal regardless of what device it is executed....[Show more]
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