Approximation of measured values with a function

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I'm trying to model a behavior of some computational methods. I've done some measurements and I have a following plot:

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Is there any general strategy, how I could approximately describe this behavior with a function? Both curves should be the same one, just with one different input variable.

The model itself is supposed to predict time-consumption of the computational method, based on its basic settings, like type of decomposition (domains - processes, subdomains - threads) and the problem size.