How exactly do you distinguish between the mechanical process of increasing a single server's power and the strategic act of adding more nodes to a distributed system? Furthermore, scaling up—or vertical scaling—focuses on adding CPU or RAM to an existing instance, whereas scaling out—or horizontal scaling—involves connecting multiple machines to share the load. Why does the choice between these two methods ultimately define the long-term elasticity and fault tolerance of your cloud infrastructure?