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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

Networking is the Key to Unlocking GPU/XPU Diversity

Customers Deploying Multiple Generations of GPUs Benefit from Ethernet Fabrics IntroductionThe AI data center market is at an inflection point. Hyperscalers and large enterprises are scaling massively to support AI workloads. Still, as they build towards a world of multiple GPUs/XPUs per supplier and numerous suppliers, they realize that they… Read More »Networking is the Key to Unlocking GPU/XPU Diversity

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

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

Taiwan Trade Deal Featuring More TSMC Chip Plants in the US is a Big Deal

New FABs Were Needed to Keep Pace with the AI Boom TSMC’s Arizona expansion is gaining momentum, with recent reports indicating a significant ramp-up tied to evolving U.S.-Taiwan trade discussions. The chip giant has already brought its first fab online in late 2024, with a second facility accelerated for 3nm… Read More »Taiwan Trade Deal Featuring More TSMC Chip Plants in the US is a Big Deal

Marvell’s CPO Story Unfolds at its Industry Analyst Meeting

We attended the Marvell Industry Analyst Day in Santa Clara, California today. The company focused almost exclusively on the Data Center market opportunities the company is pursuing. Numerous spokespersons said that it thinks it has enough manufacturing capacity to hit its 2026 plans and it is working with customers and its suppliers… Read More »Marvell’s CPO Story Unfolds at its Industry Analyst Meeting