Yes, put some glue in the checks, give it a while to cure and add more. Like I said it may take several sessions. Also, watch out for the fumes. Sometimes in situations like this the super glue will flash off emitting dangerous fumes.
It won't hurt to add glue to the sides too. Are they cracks or wind shakes?