A GPU server is a specialized computing system that employs GPUs, traditionally designed for rendering graphics in video games, to perform general-purpose computing tasks. Unlike traditional Central Processing Units (CPUs), GPUs excel at parallel processing, making them ideal for handling tasks that involve massive data sets and complex calculations simultaneously.