A method of increasing computing power or capacity by adding more resources to a single machine, such as upgrading the CPU, memory, or storage, often limited by the physical constraints of the hardware and diminishing returns in cost-effectiveness.

"The company opted for vertical scaling by upgrading the server hardware to handle increased traffic."