OK, I found an answer!
Try to desactivate persistent DB connections (in config/config.php set DB_PERSIST to false).
It solved the problem for me: seems that Feng Office does not close connections correctly (it may also be a server configuration issue), so after a while I end up with too many connections open and FO does not want to open new ones.
Cheers,
mathieu