What every IT generalist needs to know before deploying GPU workloads, and why the platform matters more than the hardware.

Microsoft has announced that the upcoming release of Windows Server 2025 will have a new feature called GPU Partitioning which will let admins set up multiple virtual machines to share one GPU.

Kubernetes wasn't built for GPUs, but new tools like Kueue and MIG are finally helping companies stop wasting money on expensive, idle AI infrastructure.

AI workloads can expose GPU and virtualization limitations that directly affect VM mobility, replication, and architecture choices. Physical constraints such as server form factor, power availability, ...