AI workloads are fundamentally different from traditional enterprise applications. Training and inference at scale introduce sustained high-density compute, extreme east–west traffic, and unprecedented power and cooling demands.

AI workloads are fundamentally different from traditional enterprise applications. Training and inference at scale introduce sustained high-density compute, extreme east–west traffic, and unprecedented power and cooling demands.