Combine sugar and cornstarch in small saucepan. Blend in 1/4 cup water and orange juice. Cook and stir over medium heat until thickened and smooth, about 5 minutes.
Add cherries, orange peel and vanilla; bring to boiling and reduce heat to simmer 10 minutes.
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