FWIW, I have a tiny olive and a monster olive that I have kept alive and kicking for a few years (3 years for the monster, 7 years for the tiny).
The tiny olive gets winter-stored in the basement (along with the citrus), with south facing windows, and gets watered only once the pot is fully...