I think what is meant is that in HPC typically this is done via MPI which 
is just a low level approach where you explicitely have to specify all the 
data communication (compared to Hadoop & Spark where it is implicit).

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>  The only codes that really nail it are carefully handcrafted HPC codes.
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> Could you please elaborate on this? I think I know Spark code quite well, 
> but can't connect it to the notion of handcrafted HPC code. 
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