A system includes multiple memory-compute nodes coupled to one another over a scale fabric, where each memory-compute node includes a hybrid threading processor; a memory controller; a fabric interface; and a network on chip (NOC) that provides communication between the hybrid threading processor, the fabric interface, and the memory controller, wherein the fabric interface supports a first virtual channel (VC0), and a second virtual channel (VC1) to the NOC, and supports the first virtual channel (VC0), the second virtual channel (VC1), and a third virtual channel (VC2) to the scale fabric.