In recent weeks the event notifications from my calendar started arriving several days after the event. This had been working fine until recent weeks. I did not knowingly change anything. I’m using the preinstalled calendar app.
I have not noticed any reminders changing. When I look at them after getting late notifications, they are still set for notification before the event as originally set.