What is the cornucopia? Why is it important?

The Cornucopia is a giant golden (in the book) or silver (in the movie) horn-shaped cone with a curved tail. In each year's Hunger Games, the tributes launch into the arena and start off in the shape of semicircle, equidistant to the Cornucopia.