Amdahl's law
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Amdahl, Gustafson and a Real Scaling Curve: Fitting the Serial Fraction of a Python Pool
Strong and weak scaling of a Python multiprocessing integration on an eight-core laptop, a fit of Amdahl's law, why a weak-scaling speed-up needs its baseline, and where the overhead comes from.