Stopping Android notifications already received

[Android Central Question]

I got a new phone and use the old one as a backup (just swap sim). The issue is, I get all the notifications (and use all the data to get them) since I last used the phone. If it is weeks or months, it is a crazy amount. Is there a way to stop this? I would still want notifications going forward after I turn the phone on.