The scaling-up of a software entity is not merely a repetition of the same elements on a larger size; it is necessarily an increase in the number of different elements. In most cases, the elements interact with each other in some nonlinear fashion, and the complexity of the whole increases much more than linearly.

From the essay No Silver Bullet.

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