The Service Delivery Subsystem resides at the Interconnect Layer, which is the lowest layer in the SCSI Architecture Model. This layer handles the physical and logical interconnection between SCSI devices, including cables, connectors, signaling protocols, and bus arbitration. The Application Layer handles command processing, and the Transport Layer manages data delivery.