On GCP, hubs can split a single GPU into smaller time-sliced shares, so more people get GPU access at once instead of needing a dedicated GPU per user. It’s a good fit for teaching and other light GPU workloads.
See 2i2c’s blog post and the GPU time-sharing setup guide for details.