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Publikováno v:
IEEE Transactions on Parallel and Distributed Systems. 28:974-988
We consider the problem of how to design and implement communication-efficient versions of parallel kernel support vector machines, a widely used classifier in statistical machine learning, for distributed memory clusters and supercomputers. The main
Autor:
Richard Vuduc, Kent Czechowski
Publikováno v:
IEEE Micro. 31:74-78
This column examines how GPU computing might affect the architecture of future exascale supercomputers. Specifically, the authors argue that a system with slower but better-balanced processors might yield higher performance and consume less energy th