A resonator includes a resonance layer, a substrate, and a barrier layer. The barrier layer is located on the substrate, and the barrier layer and the substrate form a cavity. The cavity is configured to accommodate the resonance layer. The barrier layer includes a top wall and a side wall, and an inner surface of the side wall surrounds the resonance layer. An outer surface of the side wall includes a groove, and the groove surrounds the side wall.