Hi and welcome
I'm not quite clear whether the desktop is connecting via ethernet or wireless. Assuming that it's ethernet, then it looks as though the ethernet interface is dropping out after a few minutes. I'm not a Windows user, but hopefully someone who is will be along shortly.