I was thinking of a large graph, where everybody wanted different parts. Then a cache somewhere in the middle could work, even if nobody wanted exactly the same

I was thinking of a large graph, where everybody wanted different parts. Then a cache somewhere in the middle could work, even if nobody wanted exactly the same parts. However I guess you could achieve the same by sending many parallel requests.