In Networking, sometimes the 'End' button might not be visible right away when you first meet someone. This is because the organiser has set a minimum amount of time each conversation has to last before attendees can choose to 'End' the call. 

So the next time if you don't see the button right away, enjoy the conversation and it will become available very shortly.