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Use grouping of transactions with the same requirements as input of the current algorithm instead of single transactions. This will improve performance especially in shards.
implement a second algorithm that works top down. This algorithm would be used when it is expected that many transactions are required.
use smarter grouping and use a "n dimensional minimum distance clustering algorithm"