CPU overhead refers to the extra processing time and resources required by the CPU to manage tasks beyond the primary computation, such as context switching, memory management, and handling interrupts. Minimizing CPU overhead is crucial for optimizing system performance and ensuring efficient resource utilization in both hardware and software applications.