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Are there any rules of thumb to describe about how much more energy a server will use when its cores are completely occupied, as opposed to being idle?

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High quality servers allow you to monitor this at the system hardware level.

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So I suggest measuring your consumption using a representative workload. The data sheets are worst case scenarios, but are safe to use as ceiling values.

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ewwhite
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