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.
Can batteries transform how data centers power AI and connect to the grid? To do so, BESS technologies will need further economic and technical improvements to unlock faster interconnections, cleaner energy and smarter power control.
Vendors and consultants expect broad and rapid adoption of AI in data center management, but they may be overestimating operators' appetite for change.
In AI model training, idle GPUs — not high prices — are the biggest driver of cost, with poor utilization quietly burning tens of thousands of dollars in wasted compute capacity.
An alert from the North American grid connection authority shows that data centers will be treated similarly to generation assets when requesting power connections, requiring operators to share more information and permit operational monitoring.
Preventing outages continues to be a central focus for data center owners and operators. While infrastructure design and resiliency frameworks have improved in many cases, the complexity of modern architectures continues to present new risks that…
Even as meeting the demands of AI infrastructure intensifies, preventing outages remains a top priority for data center operators — yet failures still occur. This report analyzes recent Uptime data on outages — their causes, costs and consequences.
AI applications are becoming critical to enterprise operations, but service availability still varies sharply across providers. Inference services should be evaluated not only on model capability, but on operational maturity.
As US state legislatures face difficulties passing local bans on data centers, opponents are increasingly turning to new regulatory approaches. Data center operators will need to navigate this fragmented policy landscape to stay ahead of compliance.
The 16th edition of the Uptime Institute Global Data Center Survey highlights the experiences and strategies of data center owners and operators in the areas of resiliency, sustainability, efficiency, staffing, cloud and AI. The attached data files…
On site fuel storage plays a critical role in maintaining data center resiliency. Following best practices will help operators extend the longevity of their on-site diesel stocks and avoid price increases.
Choosing whether to train a model from scratch or fine-tune an existing one comes down to the use case and cost — with hardware utilization remaining an important cost factor.
Results from Uptime Institute's 2026 Data Center Resiliency Survey (n=1,035) focus on data center resiliency issues and the impact of outages on the data center sector globally.The attached data files below provide full results of the survey,…
Even before data center operators move to higher voltages, rising power densities are increasing the risks faced by electricians.
Max Smolaks
Andy Lawrence
Jay Dietrich
Dr. Owen Rogers
Peter Judge
Douglas Donnellan
Amber Villegas-Williamson
Daniel Bizo
Rose Weinschenk
Paul Carton
Anthony Sbarra
Laurie Williams