Github user sheepduke commented on the issue:

    https://github.com/apache/spark/pull/15579
  
    @mridulm Yes, I tested it in our cluster (5 nodes including 1 master). My 
colleague tested with some benchmarks. It seems that NUMA helps a lot for those 
applications that have very bad cache locality (like data lake). 


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