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This problem feels like a streaming variant of the maximum coverage problem, except that I’m trying to figure out the optimal strategy for determining which elements I should keep and which ones I should prune when a new element arrives and my data structure is at its maximum capacity.

More generally, I would like to find which classical problem this can be reduced to.

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