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That's what a lot of software companies underestimate, the risks involved in scaling up hardware.
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To perform any kind of analysis on such voluminous and complex data, scaling up the hardware platforms becomes imminent and choosing the right hardware/software platforms becomes a crucial decision if the user's requirements are to be satisfied in a reasonable amount of time.
Scaling up is the most common method to improve performance, but is restricted by the capabilities of the most powerful hardware; the evolution of hardware performance should also be considered.
Some are ripe for scaling up.
Just scaling up is not viable.
Next challenge: scaling up.
Scaling up the model.
How about scaling up and down?
Brooklyn is scaling up.
It is possible that the experimental difficulty of scaling up quantum simulation hardware might cause an overhead such that a quantum device does not surpass the accuracy obtained by a classical algorithm that in principle does not scale as well but runs on ever-improving hardware obeying Moore's law.
It didn't make sense to scale up the hardware to support something we did once per month, he said.
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CEO of Professional Science Editing for Scientists @ prosciediting.com