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I've been a big fan of probabilistic filters such as Bloom , and (more so) Cuckoo filters for a while now. I've put them to great use in my personal projects, as well as in major data processing projects at work. They fall into a neat class of data structures that let you trade certainty for performance. They are wildly useful for membership checks without loading the entire set into memory in…
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