Abstract: A multi-processor computer architecture incorporating distributed multi-ported common memory modules wherein each of the memory modules comprises a control block functioning as a cross-bar router in conjunction with one or more associated memory banks or other data storage devices. Each memory module has multiple I/O ports and the ability to relay requests to other memory modules if the desired memory location is not found on the first module. A computer system in accordance with the invention may comprise memory module cards along with processor cards interconnected using a baseboard or backplane having a toroidal interconnect architecture between the cards.