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DBTB INT Subbu Rama r

Talkat Data By the Bay 2016 · 2016-05-16..05-20· [machine-learning]
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Describes a working software to virtualize GPUs that pools heterogeneous accelerators in data centers and claims measurable gains: higher application throughput or lower infrastructure cost by sharing GPUs and other processors. Argues data growth makes compute demand explode and recommends choosing FPGAs and pattern‑matching or specialized deep‑learning chips for suitable jobs rather than defaulting to CPUs or GPUs. Emphasizes practical experience, patience, and that the virtualization approach is already deployed.

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