I can't speak for the burn temperature, but the main purpose of the octane is to prevent pre-ignition. IE, higher octane gasoline takes more heat/pressure to ignite. That is why low octane gasoline will damage a performance engine.
Wikipedia has a good write up on what octane ratings are all about.