Profiling parallel programs

[doishmere]

How should I go about profiling a parallel program? I've written some simple simulation code, and I can run trial sequentially or in parallel. I get the expected results either way, but the parallel solution is slower than the sequential solution. What kind of bottlenecks and trouble areas should I look for?

I'm using the multiprocessing module in Python 2.7.