Problem
Research questions and friction points this paper is trying to address.
Networks-on-Chip
circuit-switching
power consumption
traffic predictability
Spatial Division Multiplexing
Ultra Low-Power SDM-based Circuit-Switching for Networks-on-Chip
📝 Abstract
In many modern AI chips and multicore systems-on-chip, embedded applications exhibit predictable inter-core traffic behavior that can be characterized at design time. For such applications, a variety of design-time traffic management and network optimization techniques can be employed to improve NoC power and performance. To exploit this predictability, we propose a novel low-power circuit-switched NoC design. It uses the Spatial Division Multiplexing (SDM) technique to establish circuits, implemented as subsets of NoC wires, for the communication flows of a target application. To further reduce the power profile of SDM, the design incorporates a new router architecture that combines hard-wired switches with conventional programmable crossbars. The architecture is complemented by an algorithm that maps application tasks onto a mesh NoC and assigns an SDM route with adequate bit-width to each circuit built for inter-task communication flows. Compared with a conventional packet-switched NoC, the proposed approach achieves approximately 38% lower NoC power consumption, 19% smaller area, and 12% lower packet latency.
Innovation
Methods, ideas, or system contributions that make the work stand out.
Spatial Division Multiplexing
circuit-switched NoC
low-power design
router architecture
traffic predictability
🔎 Similar Papers
No similar papers found.
