Scala programs apportion parallel computing tasks among everything from the different computing cores on a single chip, to the different servers in a data center, to different data centers.

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We have to do everything in parallel.

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Everything that can be is executed in parallel.

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Understanding is in short supply on all sides, and it keeps getting clouded by the folly of youth, the parallel folly of age Takashi says at several points that everything will work out, but it won't and by a loneliness that amounts to solitary confinement.

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The development of CUDA, a parallel computing architecture developed by Nvidia, the leading GPU company, in 2006-2007, changed everything, said Hanweck, who founded Hanweck Associates, to develop a low latency, real-time options analytics engine to price and manage risk for options using GPUs.

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