My group recently looked into this. We came to the conclusion that we should use a random number generator that has been specifically designed to support parallel computing. Tina's Random Number Generator Library (http://numbercrunch.de/trng/) has a stable implementation, and a manual with a theoretical introduction and references to the relevant literature. So far, we are very satisfied with it.
