Common Power Pitfalls in AI Infrastructure Deployment

This technical tip outlines five common pitfalls encountered during the rollout of AI infrastructure and provides practical advice for avoiding them. The document emphasizes the importance of cabinet-level power planning, highlighting that theoretical capacity often does not translate into operational uptime without a clear strategy. It discusses the need to move away from outdated standards like 208V and 20A breakers, advocating for the adoption of 240/415V systems and 30A breakers to accommodate high-density AI racks. Additionally, the tip addresses the significance of load balancing and real-time monitoring to prevent imbalances that can lead to inefficiencies. It warns against using bulky power distribution units (PDUs) that can obstruct airflow and suggests opting for compact, high-capacity PDUs to enhance cooling efficiency. Finally, the document advises on the importance of pre-integrating PDUs to streamline installation processes and reduce potential errors, ultimately ensuring reliable power delivery for AI workloads.