For scenarios where I want to use GPUs to power a large simulation or AI workload (example: deep learning) where compute performance is prime. Amazon, MS & Google don't offer bare metal running GPUs. This is where MAAS would be relevant though I'm not sure if the it supports NVIDIA/AMD GPU drivers and DMA yet...