GPU acceleration on VMware Cloud Foundation — automated from the BIOS up, with the vGPU lifecycle owned end to end.
GPU acceleration, automated from the BIOS up.
Adding GPU acceleration to a VCF environment isn't a single toggle — it reaches from firmware settings on the physical host all the way up through the hypervisor and management stack. Doing it by hand across a cluster is exactly the kind of error-prone, hard-to-repeat work that undermines a platform. The target was an L40S GPU cluster running vGPU on VCF 5.2+.
I delivered NVIDIA vGPU acceleration on VCF 5.2+ for an L40S GPU cluster deployment. I personally automated BIOS provisioning via Redfish — configuring the hardware out-of-band before the host ever booted an OS — plus the ESXi, vSphere, and VMware Aria layers above it, so the whole GPU-ready stack came up the same way every time.
Automating from the BIOS up meant the physical-to-virtual handoff stopped being a manual checklist and became part of the pipeline.
GPU on a private cloud lives or dies on the boring details — firmware, driver, and manager versions all agreeing with each other.
I served as SME for NVIDIA vGPU Manager lifecycle and compatibility validation — the ongoing work of keeping firmware, host software, and vGPU Manager versions aligned so the acceleration stayed supported and stable as the platform moved forward.