Data Centre Magazine September 2025 | Page 201

applications to mainstream considerations for high-density deployments. These methods manage the heat generated by the latest generation of GPUs and custom accelerators, ensuring both performance and hardware longevity.
This infrastructure evolution is a core component of modern hybrid cloud strategies. Organisations are making sophisticated decisions about workload placement, often keeping AI training workloads on-premises or in colocation facilities where they can control the physical infrastructure, manage costs and ensure security.

“ AI IS PUTTING MASSIVE NEW DEMANDS ON INFRASTRUCTURE, ESPECIALLY AT THE EDGE, WHERE LATENCY, SECURITY AND CONTROL ARE CRITICAL”

John Maddison, Chief Product and Corporate Marketing Officer, F5 datacentremagazine. com 201