CSC Financial: With the release of supernode products, industry segments such as server systems and switch chips will benefit first.

CSC Research reports that supernodes, by expanding the ScaleUp interconnect domain, unifying memory addressing, and improving in-rack interconnect efficiency, leverage systems engineering capabilities to break through the cross-node communication bottlenecks of traditional eight-GPU servers. Compared with traditional computing clusters, supernodes offer significant advantages across dimensions including compute utilization, interconnect bandwidth, throughput, latency, MoE adaptability, and per-GPU effective throughput. Currently, domestic and international vendors are densely releasing supernode products, and the industry is formally moving from solution validation into the stage of large-scale delivery. Looking at the segmented links in the industry chain, server complete systems, switch chips, switches, connectors, and other industry links are expected to benefit first. In addition, links such as PCB, liquid cooling, power supplies, CPUs, and domestic computing chips will also continue to benefit as supernode penetration rises.