Single board computers (SBCs) contain all the necessary components of a computer, such as the microprocessor, storage, memory, and I/O, on a single circuit board. SBCs are commonly used for embedded applications in devices like ATMs, medical equipment, and industrial computers. They have evolved over time from selections based primarily on the CPU to considerations of software, size, and time-to-market. SBCs can reduce development time and rely on proven designs, though may not be suitable if special configurations are needed. Implementation of SBCs involves programming like operating systems, communication, and control using languages like C. They can be assembled into clusters like a Raspberry Pi-based Beowulf