This is more of a java/scala question than spark - it uses java.util.Random : 
https://github.com/scala/scala/blob/2.11.x/src/library/scala/util/Random.scala


> On 3 Mar 2015, at 15:08, Vijayasarathy Kannan <kvi...@vt.edu> wrote:
> 
> Hi,
> 
> What pseudo-random-number generator does scala.util.Random uses?

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