Daniel Bizo

Daniel Bizo

Over the past 15 years, Daniel has covered the business and technology of enterprise IT and infrastructure in various roles, including industry analyst and advisor. His research includes sustainability, operations, and energy efficiency within the data center, on topics like emerging battery technologies, thermal operation guidelines, and processor chip technology.

Latest Research

Five data center predictions for 2025

Uptime Intelligence looks beyond the more obvious trends of 2025 and examines some of the latest developments and challenges shaping the data center industry.

Keynote Reports 28 min read
 
AI to trigger radical overhaul of data center electrification

Supersized generative AI models are placing onerous demands on both IT and facilities infrastructure. The challenge for next-generation AI infrastructure will be power, forcing operators to explore new electrification architectures.

REPLAY | Uptime Intelligence Client Webinar: Cooling the AI heat wave

In this inaugural Uptime Intelligence client webinar, Uptime experts discuss and answer questions on cooling technologies and strategies to address AI workloads. Uptime Intelligence client webinars are only available for Uptime Intelligence…

 
Immersion cooling evolves in response to IT power density

Generative AI is not only accelerating the adoption of liquid cooling but also its technical evolution. Partly due to runaway silicon thermal power levels, this has led to a convergence in technical development across vendors.

 
Maximizing server efficiency is becoming more difficult

Many organizations still do not tap into the potential power efficiency gains hidden in servers. Without operational focus on extracting those, future server platforms may bring marginal, if any, energy performance improvements.

 
Schneider acquisition signals liquid cooling to go mainstream

Schneider Electric’s acquisition of Motivair Corporation aims to fill product gaps and meet future demand — which will be good for customers if it helps to reduce industry fragmentation

 
Erratic power profiles of AI clusters: the root causes

AI training clusters can show rapid and large swings in power consumption. This behavior is likely driven by a combination of properties of both modern compute silicon and AI training software — and may be difficult to manage at scale.

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.

Hardware for AI: what makes it different

Most operators will be familiar with the outrageous power and cooling demands of hardware for generative AI. Why are these systems so difficult to accommodate, and what does this mean for the future of data center design?

Intelligence Updates 10 min read
 
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,…

 
Uptime Institute Global Data Center Survey 2024

The 14th 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.

Keynote Reports 27 min read
 
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.

 
Immersion fluids hold promise, but fire risk a concern

There are no commonly accepted best practices or standards to refer to when assessing the fire hazard that single-phase immersion fluids pose in a data center application and the appropriate measures against them.

 
Air cooling’s third wind

This report discusses recent innovations in air cooling, such as advanced evaporative cooling methods, AI-driven facility management and cutting-edge server heat sinks.

 
Anatomy of a thermal runaway

While the fire risk with lithium-ion batteries is widely understood, guidance on how best to mitigate it is still evolving. Controlling a Li-ion fire is difficult because of chemistry that creates the risk of thermal runaway.