Data Center Infrastructure

Articles (11)

View of Provestenen with wind turbines, Copenhagen, Denmark
AIanalysis

When the Grid Says No: Denmark and the New Shape of the Power Question

Energinet didn't pause grid connections in a contested metro or a zoning fight - it paused them because 60 GW of queued demand met a 7 GW national peak, and the math stopped working.

AI InfrastructurePower & Energy
SCN Staff·
A SOCAMM2 LPDDR5X server memory module showing dense chip array architecture, illuminated against a black background, designed for next-generation AI server platforms.
AIanalysis

Vera Rubin's Memory Stack Is Korean. How Three Vendors Got There Tells You Why It Will Stay That Way.

Samsung, SK hynix, and Micron converged on SOCAMM2 mass production within six weeks for NVIDIA's Vera Rubin. Korean suppliers now control both memory tiers.

NVIDIASemiconductor Manufacturing
SCN Staff·
Network flows converging at a switch node, with orderly blue streams on the inbound side becoming chaotic amber tangles on the outbound, visualizing the Incast congestion pattern where InfiniBand collapsed while Slingshot maintained performance.
HPCanalysis

Slingshot Held Performance Under AI Traffic Patterns That Collapsed InfiniBand by 5x on Production Exascale

ISC 2026 research on LUMI, Leonardo, CRESCO8: Slingshot held performance; InfiniBand collapsed 5x under Incast, the AI gradient-sync traffic pattern.

AI InfrastructureData Center Infrastructure
SCN Staff·
Macro render of a single HBM memory stack beside a GPU die on a silicon interposer, with adjacent memory sockets sitting empty.
AIanalysis

HBM Allocation, Not HBM Supply, Is the 2026 AI Infrastructure Story

HBM scarcity has moved beyond semiconductor supply into system planning. Accelerator availability, server bill-of-materials, cluster economics, and 2026 data center buildouts are all being rewritten around memory - not compute.

AI InfrastructureHBM
SCN Staff·
The bottleneck that governs delivery: grid interconnection capacity that commercial AI and scientific computing now compete to access.
AIanalysis

Anthropic Locks 3.5 GW of Google TPU Capacity as Commercial AI Pre-Purchases Infrastructure Scientific Computing Will Need

Broadcom will supply Anthropic with 3.5 GW of Google TPU capacity through 2031; ~23-35x the power of DOE's largest planned science supercomputer.

AI InfrastructurePower & Energy
SCN Staff·
Aerial view of the Eemshaven data center campus in the Netherlands
AIanalysis

Nvidia's $1 Trillion Backlog Hits the Grid Capacity Wall

Nvidia projects $1T in Blackwell orders through 2027, but 72% of operators cite grid capacity as the primary constraint. Power now limits AI.

NVIDIAPower & Energy
SCN Staff·
AWS data center outage Dubai UAE cloud infrastructure drone strike Middle East
HPCanalysis

A Missile Can Take Down an Availability Zone. That's Enough.

Iranian drone strikes took down AWS availability zones in Dubai and Bahrain, forcing a global reassessment of data center siting.

Data Center InfrastructureHyperscaler Strategy
SCN Staff·
The data center supercycle that's rewriting energy policy
HPCnews

100 Gigawatts: The Data Center Supercycle That's Rewriting Energy Policy

Power has replaced transistor density as the binding constraint on computing growth. The consequences are reshaping everything from real estate markets to geopolitics.

Data Center InfrastructurePower & Energy
SCN Staff·
ORNL's Next-Generation Data Center Institute
HPCanalysis

ORNL's Next-Generation Data Center Institute: National Lab Expertise Meets the AI Buildout

The people who built Frontier - the world's first exascale supercomputer - are now designing the next generation of AI data centers. The hyperscalers should be paying attention.

National Labs & GovernmentExascale Computing
SCN Staff·
$5 Trillion AI Capex: Infrastructure Outpacing Revenue
AInews

Agentic AI in 2026: The Infrastructure Isn't Ready for What's Coming

Chatbot inference is stateless and cheap. Agentic AI is persistent, multi-step, and compute-hungry. The data center architectures built for one don't work for the other.

Data Center InfrastructureAgentic AI
SCN Staff·
Vera Rubin
AIanalysis

NVIDIA's Vera Rubin Is a Capex Grenade - and Every Hyperscaler's 2027 Budget Knows It

The Blackwell-to-Rubin transition is a forcing function for the entire data center industry.

NVIDIAAI Infrastructure
SCN Staff·