FelixYBW opened a new issue, #7810:
URL: https://github.com/apache/incubator-gluten/issues/7810

   ### Description
   
   Velox is initially designed to use multiple threads in each context. To fit 
spark's working model, we limit 1 thread per context. It's needed by fallback.
   
   Since Velox backend can fully offload lots of queries, it will be 
interesting to investigate multiple threads per context. We can set task.cores 
to more than 1 then set to Velox's backend threads. Then use larger partition 
and see how the performance looks like.
   
   @zhztheplayer Is there any specific consideration on memory management side?


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