The artificial intelligence revolution is pushing traditional networking architecture to its limits. As AI models expand to encompass billions or even trillions of parameters, they demand unprecedented levels of parallel processing power—requiring vast arrays of GPUs and XPUs working in perfect harmony. This fundamental shift in computing architecture has created a new set of networking challenges that traditional infrastructure struggles to address.

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