Yep, that's how we architected Graphistry, and then some. GPUs frontend for rendering, GPUs backend for layout, analytics, etc.

Also agreed on subsets. About 1-10M nodes can still work in the frontend (and we're pushing upper end of that). But around 100K-1M nodes, more about seamless & interactive abstractions... and reinforces why integration w/ smart backend matters.