I have developed algorithms to build and search a distributed k-d tree using 
Scala/Spark.  Erik Erlandson of Red Hat has encouraged me to share the URL for 
the pre-print of my manuscript and source code:
http://arxiv.org/abs/1512.06389
I will be revising this manuscript and refining the associated source code, so 
if anyone has suggestions for improvement, please feel free to communicate them 
to me.
Thanks,
Russ Brown

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