Jacqueline Davis

Jacqueline Davis

Jacqueline is a Research Analyst at Uptime Institute covering global trends and technologies that underpin critical digital infrastructure. Her background includes environmental monitoring and data interpretation in the environmental compliance and health and safety fields.

Latest Research

6 Aug 2026
The growing PUE advantage of larger data centers

The industry-average PUE decreases slowly, with efficient new data centers offset by legacy facilities. Weighting the average by IT capacity instead reveals a faster pace of efficiency gains from larger new builds.

29 Jul 2026
REPLAY | Uptime Institute's 16th Annual Global Data Center Survey Results

Uptime Institute's Annual Global Data Center Survey, now in its 16th year, is the most comprehensive and longest-running study of its kind. The findings in this report highlight the practices and experiences of data center owners and operators in…

27 Jul 2026
Uptime Institute Global Data Center Survey 2026

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.

3 Jun 2026
Consensus and confusion in liquid cooling maintenance

The early years of scale DLC deployment came with complexities in system design, coolant chemistry, resiliency design and maintenance practices. Operator experiences suggest consensus is beginning to form, if imperfectly.

14 Apr 2026
Investments back two-phase cooling as water cold plate successor

While water cold plates continue to dominate current liquid-cooling adoption, the industry has also turned its attention to different approaches, with two-phase cold plates in particular becoming a promising alternative.

21 Jan 2026
Liquid cooling will not outgrow its high-density niche

DLC was developed to handle high heat loads from densified IT. True mainstream DLC adoption remains elusive; it still awaits design refinements to address outstanding operational issues for mission-critical applications.

12 Jan 2026
Coolant distribution units can complicate commissioning

DLC introduces challenges at all levels of data center commissioning. Some end users accept CDUs without factory witness testing — a significant departure from the conventional commissioning script

10 Nov 2025
Fewer operators cite sustainability as DLC driver

Uptime's 2025 cooling survey found that fewer respondents cited sustainability as a primary driver for direct liquid cooling (DLC). Gradual advancement of DLC plans may be refining operator understanding of its incentives.

10 Oct 2025
AI's growth calls for useful IT efficiency metrics

Large-scale AI training is an application of supercomputing. Supercomputing experts at the Yotta 2025 conference agree that operators need to optimize AI training efficiency and develop metrics to account for utilized power.

11 Sep 2025
Guiding questions for liquid-cooled colocation planning

Liquid-cooled colocation capacity remains niche, but demand is likely to grow. Colocation providers planning capacity for DLC need to address novel questions about individual tenant needs, operations and SLAs.

19 Aug 2025
Operators warming up to dielectric cold plates

Water cold plates still lead DLC adoption - but more enterprise operators are considering dielectric cold plates than last year. The next DLC adopters may be amenable to multiple technologies, while remaining cautious about leak risks.

30 Jul 2025
REPLAY | Uptime Institute 15th Annual Global Data Center Survey Results

The Uptime Institute Global Data Center Survey, now in its 15th year, is the most comprehensive and longest-running study of its kind. The findings in this report highlight the practices and experiences of data center owners and operators in the…

29 Jul 2025
Uptime Institute Global Data Center Survey 2025

The 15th 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.

23 Jun 2025
Hold the line: liquid cooling's division of labor

Direct liquid cooling challenges the common "line of demarcation" for responsibilities between facilities and IT teams. Operators lack a consensus on a single replacement model-and this fragmentation may persist for several years.

25 Mar 2025
REPLAY | Uptime Intelligence Client Webinar: Cooling limitations for AI data centers

How far can we go with air? Uptime experts discuss and answer questions on cooling strategies and debate the challenges and trade-offs with efficiency and costs.Please watch this latest entry in the Uptime Intelligence Client Webinar series. The…