AI-accelerated digital twins are central to many AI factory designs and builds. But despite progress in tackling specific power, cooling and IT challenges, most applications remain unproven beyond initial pilots and lack a clear return on investment.
Douglas Donnellan
Andy Lawrence
Daniel Bizo
Dr. Owen Rogers
Peter Judge
John O'Brien
Jacqueline Davis
Max Smolaks
Rose Weinschenk
The Uptime Institute Global Data Center Survey, now in its 16th year, highlights the practices, perceptions, intentions and experiences of data center owners and operators across resiliency, sustainability, efficiency, staffing, cloud and AI.
As the data center industry incorporates new AI tools into operations, operators need to maintain strong human oversight to prevent downtime. AI tools cannot eliminate human error, but they may diminish skill development.
NERC's draft computational load standards could redefine data centers as active grid participants, requiring new modeling, data reporting, operational coordination and disturbance reporting in a bid to protect grid stability.
This report reviews the key deployment considerations to ensure that risks associated with Li-ion battery energy storage in UPS systems are understood and mitigated appropriately.
Data center waste heat does not significantly raise local temperatures, but concerns over the heat island effect demand a robust response that addresses monitoring and mitigation measures.
Results from Uptime Institute's 2026 Data Center Operations and AI Survey (n=867) focus AI training and AI inference workloads hosted in data centers, as well as how AI workloads are being deployed in terms of data center cooling systems and rack…
The US state of Virginia has retained its sales-and-use-tax exemptions for data centers but is imposing a new tax on electricity use: a move that highlights the trade-offs, uncertainties and potential spread of industry-specific taxation.
Access to the latest hardware and rapid speed of deployment make public cloud attractive; yet today most training workloads run on-premises.
For years, the industry has celebrated a reassuring trend: despite a growing number of outages, resiliency has continued to improve. But as AI-driven expansion accelerates, that long-running improvement may be about to stall: or even reverse.
The Irish answer to the grid integration question is stark: all on-site power must be exported to the grid and repurchased at market prices.
Data center cooling system designs influence both energy efficiency and water consumption. This session presents new analyses of monthly PUE and WUE performance using operational data from multiple facilities. The findings indicate that both…
In this webinar, we outlined how to build a robust operations and management strategy for AI data centers in a time where extreme power densities, liquid cooling complexity, and rapid hardware refresh cycles demanded a fundamentally different…
A new framework from the Electric Power Research Institute (EPRI) creates a classification system for data center demand response capabilities to help promote grid flexibility and, in turn, support the continued growth of digital infrastructure.
Internal efforts to maximize token use, combined with changes in LLM pricing structures, have rapidly increased enterprise AI spending. Yet there is often limited visibility into whether such expenditures are creating value.
Jay Dietrich
Paul Carton
Anthony Sbarra
Laurie Williams
Dr. Rand Talib
Chris Brown
Madeleine Kudritzki
Dr. Tomas Rahkonen