Because AI workloads are quite different from traditional workloads, supporting them demands a new approach to data center design and operation. As AI applications progress—for example, from training models to decision-making—its impact on the data center industry will continue to evolve. Adding to the pressure on data center operators, demand for data centers to support AI is additive to demand for data centers to support traditional workloads. Data center operators will have to support these very different demand profiles— sometimes even within the same facility. This article explores how.

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