In a medium saucepan, combine the water and sugar and place over medium low heat. Stir until the sugar has dissolved. Add the rounds of fresh ginger and bring to a simmer. Immediately turn off the heat, cover and allow to steep for about 10 to 15 minutes. Remove the rounds of ginger and pour into a punch bowl or large pitcher.