On Friday, 5 December 2014 at 21:21:49 UTC, Ola Fosheim Grøstad wrote:
The only situation where you truly need dedicated servers is where you have real time requirements, a constant high load or where you need a lot of RAM because you cannot partition the dataset.

Btw, in most cases the last point does not apply. Compute Engine has a 16core/104GB option and I would be surprised if Azure and Amazon doesn't have a similar offer. You pay for at least 10 minutes and after that per minute at 0.8-1.2 USD/hour. So if the computation has to run for 30 minutes on 30 instances (Approx. the cpu power of 480 sandy bridge cores and 3 TB RAM) it will cost you ~18USD.

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