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Automatic parallelization by compilers or tools is very difficult due to the following reasons:
* dependence analysis is hard for code using indirect addressing, pointers, recursion, indirect function calls.
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* accesses to global resources is difficult to coordinate: memory allocation, I/O, shared variables
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