At my company I have to do this task, and so far I have seen slurm-based cluster setup (v100s or h100s), some fast distributed file system, Docker for containers and PyTorch with DDP strategy.

But I read somewhere kubernetes can also be used. And their singularity as Docker alternative.

Where can I learn more about this?