marin-ma commented on issue #11524:
URL: 
https://github.com/apache/incubator-gluten/issues/11524#issuecomment-3839965714

   @jinchengchenghh Thanks for your explanation. I'm currently working on this 
in https://github.com/apache/incubator-gluten/pull/11543, and I found that the 
gpu hash shuffle writer outputs different column data for timestamp and bool 
type. To support mixed scheduling, the shuffle reader and writer can be 
scheduled to different clusters. Say if the mappers stage is on gpu cluster but 
the reducer stage is on cpu cluster, the cpu reader cannot correctly read the 
data output from gpu writer.
   
   To support this we may also need to have both cpu and gpu shuffle writer 
output the same format in the shuffle write output. This will introduce some 
data conversion overhead in gpu shuffle reader for boolean and timestamp type 
when writer and reader are both gpu.


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