Uncertain; perhaps from Proto-Italic *autiom, from Proto-Indo-European *h₂ewtyom (“forlorn, deserted”), from Proto-Indo-European *h₂ew (“off, away from”).
Practice speaking and memorizing "otium" and many other words and sentences in Latin.