The longest event I've ever done is just a century ride. Still I figured out fairly quickly that eating too much was far, far more difficult and less harmful than the opposite.

Everything I've read on physiology suggests that so long as a person stays below their lactate threshold, keeps eating, hydrating - that they can exercise for a very long, long time. Granted, your backside may want off that saddle but...

That's another story