Cool the cake mix rhubarb cobbler for at least 30 minutes, scoop into a bowl, top with ice cream and enjoy. This rhubarb cobbler dump cake is a bit soupy at 30 minutes. Foe the thickest, most set filling, cool the dump cake at room temperature for 1 - 2 hours.