diameter bead of glue along the edge of one board ... add another clamp on top of the boards. Place strips of wood between the clamps and the boards to protect the edges of the boards.

you should use wood glue when working with wood. It is specifically designed for bonding wood to wood, making it perfect for any type of joinery such as edge gluing, doweling, and biscuit joining.