Stir cake mix, 1 cup water, vegetable oil, and eggs in a bowl until moistened; beat with an electric mixer on medium speed for 2 minutes. Pour batter into prepared cake pan. Top the batter with rhubarb and sprinkle with sugar and cinnamon; pour 1 cup hot water evenly over the cake.