Unnatural knowledge has a lot of potential. However, a lack of power may cause it to get derailed. The local grid is frequently unable to provide the energy needed by data centers that are implementing AI.
Drew Robb, writing for TechRepublic Premium, looks at the level of the problem and how it can become overcome.
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RACKS ARE GETTING DENSER
The corridors of data centers ‘ racks are becoming smaller. This pattern is accelerating. According to Uptime Institute, the energy density per plate in 2010 was in the 4–5 k range. By 2020, the number of racks had reached 8 to 10 kW, and 25 % of data centers had already deployed racks with densities in the 20 to 29 kW range by 2022. Some had containers of 50 watt or greater. Two years later, concentrations have surged afterwards. Containers filled with NVIDIA NVL72 models can reach 120 kW.
Some data centers are dealing with this major issue. Although they have the ability to construct containers stuffed with the most recent GPUs, the electrical system does not. Therefore, to support AI employ cases, a total redesign of the full power system might be required.
However, the full picture is n’t always available. The local network may not be able to meet the astronomical requirements of the AI data centre.
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