Why does running rsync using nohup consume all of a system’s memory?

Through both testing and plenty of examples on various stack exchanges, its clear that running rsync using nohup causes memory exhaustion, while the same rsync job running via screen or an active SSH session does not cause memory exhaustion. Can anyone explain why this is? Also, is there a way to achieve the same functionality as nohup without screen?