facility

Compare rack-level power, cooling, structural and connectivity requirements with the offered site, then evaluate quoted deployment alternatives.

Build a cluster power budget with clear equipment boundaries, facility overhead and failover requirements. Distinguish energy use from reserved electrical capacity.

Compare cooling methods from the supported hardware and heat path. Calculate airflow or liquid flow, then verify capacity, residual air load and failure response.

Plan a GPU-generation migration around usable workload capacity, site readiness, compatibility and a tested rollback path.

Survey real facility headroom, phase work around shared dependencies, and compare retrofit with relocation using useful capacity and total transition cost.

Measure throughput at several power limits, translate the facility target into a GPU budget, and account for slower ranks before changing the fleet.

Loss of cooling can outpace human response. Use a simple heat calculation to explain why protection must be automatic, then distinguish that illustration from the installed system’s validated behavior.