For the candied kumquats, heat the water, sugar and cloves over medium high heat until it comes to a boil. Turn down to low heat and simmer for about 7 minutes. Add in the kumquats and simmer for an additional 10 minutes. Turn off the heat, pour the kumquats and syrup into a jar and cool completely. This mixture can be made two weeks ahead of time and stored in the refrigerator.