Inconsistent Selenium Grid Errors
I'm guessing you are doing parallel testing using multiple threads.
If that is the case, I would recommend looking at ThreadGuard. It's a lightweight solution to make Webdriver thread safe.
If that doesn't work, then I imagine you are running into a networking overload problem (you are trying to do too many outgoing connections). How to fix such a problem, I don't know.