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Parallel programming is still hard
Programming is too tedious
Architecture changes too often
Locality optimization competes with load balancing
Dynamic load re-balancing changes whos where
Data layout for irregular data structures is painful
Memory per node is often insufficient
Data races are far too common
Debugging tools are primitive
. . .
Some of these problems should be correctable.