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The Widening Chasm: XPU Data Hunger Outpaces Network Infrastructure

Why Networking Scale Matters for AI’s Next Phase Introduction:The AI infrastructure boom shows no signs of slowing. Hyperscalers, neoclouds, sovereign clouds, and enterprises are pouring hundreds of billions into GPU and XPU clusters to fuel ever-larger models. Amazon’s CAPEX guide was $200B for 2026, and a slew of fresh capital… Read More »The Widening Chasm: XPU Data Hunger Outpaces Network Infrastructure

In the AI Era, Ethernet Set to Surge in Scale-Out and Ramp in Scale-Up

How Ethernet is Poised to Expand in the Entire AI Networking Landscape IntroductionIn the rapidly evolving world of AI infrastructure, the debate between scale-up and scale-out architectures has shaped market dynamics. As we enter 2026, Ethernet’s trajectory suggests it will surge in Scale-Out and move from proof-of-concept to production in… Read More »In the AI Era, Ethernet Set to Surge in Scale-Out and Ramp in Scale-Up

A Tale of Three Networks, AI Networking Infrastructure Surge Spans Multiple Protocols and Technologies

Scale-Up (Ethernet, NVLink, PCIe, UALink), Scale-Out (Ethernet, InfiniBand), and Front-End (Ethernet) Contribute to $50B+ in Incremental Networking Opportunity This Decade AI’s extreme performance demands are driving divergence in networking architectures, featuring distinct protocols, technologies, and topologies across components. We expect companies to embrace multiple aspects of these challenges and develop… Read More »A Tale of Three Networks, AI Networking Infrastructure Surge Spans Multiple Protocols and Technologies