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Mixture of Experts and Disaggregated Architectures Are Rewriting the Rules of Network Infrastructure

IntroductionGPU performance from 2025 through the end of the decade is growing exponentially, but the more fundamental driver of infrastructure change is what is happening to the models themselves. The shift from dense transformer architectures to Mixture of Experts designs, now dominant across frontier model development, is transforming not just… Read More »Mixture of Experts and Disaggregated Architectures Are Rewriting the Rules of Network Infrastructure

Networking, Power Efficiency, and Flexible Architectures Drive Lower Costs In AI Data Center Networks

Faster XPU/GPU Cycles Require a Wider Range of Networking Products at a Faster Cadence Introduction: The Surging AI Networking OpportunityThe AI data center networking market stands at an inflection point. This market is expanding toward $200B in the coming years, with Ethernet positioned to claim the largest share of this… Read More »Networking, Power Efficiency, and Flexible Architectures Drive Lower Costs In AI Data Center Networks

The Hidden Economics of AI Infrastructure: Why Network Disaggregation Matters More Than Ever

IntroductionThe AI expansion phase is in full swing, with companies pouring hundreds of billions into GPU clusters. While the spotlight stays on compute, many business models are forming in the network layer from fully integrated and pre-validated designs, to best-of-breed DIY, to everything in between. As AI models explode in… Read More »The Hidden Economics of AI Infrastructure: Why Network Disaggregation Matters More Than Ever