What Does High-Density AI Computing Mean for Data Centers?

Artificial Intelligence (AI) is penetrating various industries at an unprecedented pace. From finance and healthcare to manufacturing, AI has driven the emergence of new services and spawned innovative business models. This rapid development not only transforms the way people live and work but also poses entirely new challenges to the infrastructure that underpins AI. As AI applications expand, data centers must cope with unprecedented computing demands, energy consumption pressures, and operational complexity.   Traditional data centers are typically optimized to support enterprise-level applications, databases, and virtualized workloads—these workloads feature relatively stable computing and energy consumption patterns. However, AI workloads are highly dynamic and unpredictable: training tasks may surge from an […]