redsanket opened a new pull request #30710:
URL: https://github.com/apache/spark/pull/30710


   ### What changes were proposed in this pull request?
   Add min threshold time speculation config
   
   ### Why are the changes needed?
   When we turn on speculation with default configs we have the last 10% of the 
tasks subject to speculation. There are a lot of stages where the stage runs 
for few seconds to minutes. Also in general we don't want to speculate tasks 
that run within a minimum threshold. By setting a minimum threshold for 
speculation config gives us better control for speculative tasks
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   ### How was this patch tested?
   Manual, can add unit test if this is not trivial change


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