Deploying distributed learning on University cluster

[mohammad200h]

Hi,

I am a Phd student and I want to use our university cluster to do distributed learning. Our university does not allow use of Docker because of security issues. Instead they suggest using Singularity. Since singularity works with kubernetes, would it be possible to perform distributed learning using singularity?

Also I do not was to use Amazon S3 is there a way to use NFS instead?

If you could direct me in the right direction that would be awesome!

Best Mohammad