When I'm connecting the card on Windows, I don't see the device driver kicking in for the network connection, so there is no way to troubleshoot anything, it's not picked up.
Strangely, on OS X, it works, and in the end, I may connect to the card only by the ethernet cable in the end.
Now, I need to update the Bela image as well.