Is your feature request related to a problem? Please describe.
A clear and concise description of what the problem is. What kind of performance improvements would you like to see with this new API?
When using Modin with a pre-initialized Ray cluster the cluster may not utilize all of the available memory - we should warn users about this behavior, so they are aware that if they OOM one option could be to up the available memory.