➀ Hyperscale data centers face scaling and memory access challenges for large AI models requiring trillions of parameters;
➁ Synopsys leads the UALink consortium, an open standard for AI accelerator communication, co-developed with over 100 companies including AMD, Meta, and Microsoft;
➂ Synopsys' UALink and Ultra Ethernet IP solutions enable clusters of 1,024 accelerators and 1 million nodes, addressing bandwidth, latency, and memory sharing for AI infrastructure.