Vertical scaling increases the resources of one machine, such as CPU or RAM. It is simple but has hardware limits and may preserve a single point of failure. Horizontal scaling adds more machines or instances and distributes work among them. It improves capacity and fault tolerance but introduces coordination, partitioning, and distributed-systems complexity.