Introduction
AI training, inference, and HPC clusters push rack heat loads into territory where air cooling becomes fragile: higher fan power, tighter humidity and filtration tolerances, and smaller margins when a CRAH/CRAC or chiller train hiccups. Liquid cooling (direct-to-chip and immersion) is...
Introduction
AI/HPC deployments are forcing a new thermal reality in data centers: racks that used to be “high density” at ~30–50 kW are increasingly planned at 80–120+ kW as GPU-heavy platforms move toward rack-scale designs.
At those densities, air cooling doesn’t f...
Introduction
The AI era is changing one of the most stubborn “constants” in data center operations: the assumption that air is the default heat-removal medium at rack level.
As AI training and inference scale, operators are being pushed toward higher rack power densities, tighter therm...
In the past year, the status of liquid cooling in the intelligent computing industry has escalated rapidly. It has transitioned from a "nice-to-have" option to a "must-have" mandate. In almost every forum discussing AI computing power, liquid cooling is described as the only solu...
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