Capacity allocation and the next generation of AI-era KPIs

AI workloads are reshaping data center infrastructure at an unprecedented scale. Rack densities exceeding 50 kW are becoming increasingly common. AI training clusters often operate near their peak power envelope for extended periods, placing sustained demand on facility infrastructure. At the same time, AI inference workloads exhibit different characteristics, often behaving more like traditional compute […] The post Capacity allocation and the next generation of AI-era KPIs appeared first on Uptime Institute Blog .