Baunsgaard commented on PR #2154:
URL: https://github.com/apache/systemds/pull/2154#issuecomment-2564081194

   
   > So there is some more constant time, the building of the frameblock a few 
lines before the `.convert` calls for example is around 400ms.
   
   We could put the allocation into the parallel transfer call for each column?
   
   > I looked at the profiling a bit more and it seems like most time is spent 
on socket communication between Java and Python. My assumption would be that 
this adds quite a bit of overhead and doesn't parallelize well.
   
   I was afraid this was the case, Maybe there is a way to set the thread pool 
to use on the java side to make it better at receiving requests in parallel. 
However, that is probably just a dream.
   


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