You were basically making a meringue. It's best made in a metal bowl, ideally copper. If any oil gets into teh egg whites, say a bit of yolk, the meringue won't work.
Also, do a quick google search for stabilized whipped cream. It makes a great lower calorie frosting that is delicious.
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