Alan Weckel

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 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

Navigating the Explosion in Data Center Networking Demand

The Booming Data Center Networking Market: Massive Opportunities for Incumbents and Startups IntroductionAs we kick off 2026, the data center networking landscape is more important than ever, propelled by AI and new sovereign/Neoclouds forming. Rack-scale is the new unit of compute and that is driving scale-out and scale-up as the… Read More »Navigating the Explosion in Data Center Networking Demand

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

Design Smarter Networks: AI for Networking is Shaping the Future of Network Operations

Introduction In today’s resource-scarce world, network reliability and efficiency are essential to helping IT teams scale, as finding skilled IT staff is increasingly complex. Without a move to AI for operations, the number of devices and applications will overwhelm existing staff and increase an organization’s exposure to security vulnerabilities and… Read More »Design Smarter Networks: AI for Networking is Shaping the Future of Network Operations

Capturing the AI Wave: New Revenue Models for Service Providers and Colocation Operators

Introduction Service Providers (SP) and Colocation (Colo) Providers play a pivotal role in enabling and scaling the AI economy. AI workloads, whether training, inference, agentic, consumer, or enterprise, have fundamentally different compute, storage, networking, and power requirements than traditional applications. Organizations must process massive volumes of sensitive, mission-critical data, redefining… Read More »Capturing the AI Wave: New Revenue Models for Service Providers and Colocation Operators