Github user aray commented on the issue:

    https://github.com/apache/spark/pull/16271
  
    Yes the improvement is from the sum of magnitudes of initial values being 
closer to the (known) sum of the solution. Fiddling with resetProb controls a 
completely different thing. The current implementation has no advantage 
(excluding finding the incorrect solution to a star graph one iteration faster).


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