In the article, wouldn't the runtime of the "join operations" step limit how much performance can be gained by parallelizing computation (due to Amdahl's Law as

In the article, wouldn't the runtime of the "join operations" step limit how much performance can be gained by parallelizing computation (due to Amdahl's Law as you brought up)?