This paper describes a 3D computer architecture designed to achieve the lowest possible power consumption for "embedded applications" like radar and signal processing. It introduces several unique concepts including a low-power SIMD tile, low-power 3D memories, and 3D and 2.5D interconnect that is circuit switched so it can be tuned at run-time for a specific application. When conservatively projected to the 7 nm node, simulations of the architecture show potential for exceeding 75 GFLOPS/W, about 20x better than today's CPUs and GPUs. This translates to 13 pJ/FLOP. This paper will focus on the 3D specific aspects of the design. This architecture is highly suited to DSP and multimedia workflows.
3D technologies offer significant potential to improve raw performance and performance per unit power.After exploiting TSV technologies for cost reduction and increasing memory bandwidth, the next frontier is to create more sophisticated solutions that promise further increases in power/performance beyond those attributable to memory interfaces alone. These include heterogeneous integration and exploitation of the high amounts of interconnect available to provide for customization. Challenges include the creation of physical standards and the design of sophisticated static and dynamic thermal management methods.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.