Fusion does seem to lose its network connection sometimes. I don't have something that always works, but one of three things usually does.
First I try disconnecting and reconnecting the network adapter from the network icon in the lower right of the Fusion window (looks like "<...>").
If that doesn't work, I try resetting it from within the guest OS.
If that doesn't work, rebooting the guest OS does.