Mid-Autumn Festival is also called Mooncake Festival or Moon Festival. 

Mid-Autumn Festival is held on the 15th day of the eighth month of the Chinese calendar, which is in September or early October in the Gregorian calendar.

Month 8 day 15, is traditionally the time rice is supposed to mature and be harvested. So people celebrate the harvest and worship their gods to show their gratitude.