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4 hours ago
Uncertainty and doubt as US changes GPU export rules again

The US government’s AI compute diffusion rules, introduced in January 2025, will be rescinded — with new rules coming. It warns any dealings linked to advanced Chinese chips will require US export authorization. Operators still face tough demands.

 
1 May 2025
GPU utilization is a confusing metric

Many operators expect GPUs to be highly utilized, but examples of real-world deployments paint a different picture. Why are expensive compute resources being wasted — and what effect does this have on data center power consumption?

 
9 Apr 2025
‘Reasoning’ will increase the infrastructure footprint of AI

AI vendors claim that “reasoning” can improve the accuracy and quality of the responses generated by LLMs, but this comes at a high cost. What does this mean for digital infrastructure?

 
2025 AI Infrastructure Survey [Results and Crosstab files]

Results from Uptime Institute's 2025 AI Infrastructure Survey (n=1,062) focus on the data center infrastructure currently used or being planned to use to host AI Training and AI Inference, as well as future industry outlooks on the usage of AI. The…

20 Feb 2025
Build resilient apps: do not rely solely on cloud infrastructure

When building cloud applications, organizations cannot rely solely on cloud provider infrastructure for resiliency. Instead, they must architect their applications to survive occasional service and data center outages.

Briefing Reports 15 min read
 
2024 Capacity Trends and Cloud Survey [Results and Crosstab files]

Uptime Institute's 2024 Capacity Trends and Cloud Survey (n=770) benchmarks data center capacity trends and looks at IT growth rates and how operators are adding data center capacity by building new and/or expanding existing facilities. The survey…

26 Nov 2024
AI: enterprises are active — but cautious

Enterprises have much enthusiasm for AI, interviews and workshops by Uptime Intelligence suggest, but this is tempered by caution. Most hope to avoid disruptive, expensive or careless investments.

 
Why didn’t data center operators notice the 2024 solar storms?

Powerful solar storms have already brought warnings of disruption to electricity grids and their customers twice in 2024 — and the Sun’s activity has yet to peak. Why do data centers and power utilities appear to have escaped unscathed?

 
29 Oct 2024
How generative AI learns and creates using GPUs

While GPUs are the power-hungry devices that enable effective AI training, it is innovations in software that are fueling the recent surge in interest and investment. This report explains how neural networks power generative AI.

Briefing Reports 20 min read
 
23 Aug 2024
Rack densification: is it really happening this time?

Densification is — once again — high on the agenda, with runaway expectations largely due to compute power requirements of generative AI workloads. Will this time be different? Uptime’s 2024 global survey of data center managers offers some clues.

13 Aug 2024
Global IT outages raise the question: who bears responsibility?

Software updates by third-party IT providers occur every day, either in the cloud or on-premises. The recent global IT outage has exposed a hard truth: that another major event is likely to occur.

 
REPLAY | Uptime Institute Global Data Center Survey Results 2024

The data center industry's largest and most influential survey results are in! Join us as we discuss the 14th Annual Uptime Global Data Center Survey 2024 which reveals an industry that is expanding, and is also planning for major technological,…

 
12 Jul 2024
Six AI infrastructure conundrums

Although there is still uncertainty around the rate of AI adoption, many organizations are pushing ahead to avoid being left behind. However, behind this enthusiasm, there are six issues that operators face when hosting AI.

Intelligence Updates 10 min read
 
5 Jul 2024
Interest in two-phase cooling warms up

Two-phase immersion was expected to revolutionize data center cooling but proved difficult to implement. With escalating silicon thermal power, two-phase is gaining substantial interest again, just in a different form: direct-to-chip liquid cooling.

 
2024 Data Center Security Survey [Results and Crosstab files]

Uptime Institute's 2nd edition of the Data Center Security Survey (n=927) explores important data center cybersecurity issues, as well as the information technology (IT) and operational technology (OT) used to run data centers.The attached data…

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