I'm not a Pompeii expert, but from what I understand Pliny the Younger was there, witnessed the eruption first-hand, and barely survived to tell the tale. Which he did, in a book that has survived to the present day. He gave the date of 24 August, year 79.
Why was this ever in doubt?