Sprinkle one tortilla with the cheese and top with olives and cherry tomatoes. Top with the second tortilla.
Lightly spray a large skillet with cooking spray. Place the quesadilla on the skillet and cook on medium heat for 2-3 minutes on each side, or until the cheese has melted.