Albus Dumbledore died in "Harry Potter and the Half-Blood prince".
He was about to die because of a cursed ring, but he made a plan with Severus Snape to fool Lord Voldemort and make him trust in Snape, so Dumbledore was killed by Snape during the Battle of the Astronomy Tower.