Two Bits Are Better Than One: making bloom filters 2x more accurate
A bloom filter is a probabilistic data structure that potentially can make SQL queries execute orders of magnitudes faster. Today I want to tell you how we use them in Floe, and how we make them produce 2x fewer false results.
What is a bloom filter?
Feel free to skip this section if you know the answer.
A bloom filter is a probabilistic data structure that answers one question: "Is this element definitely not in the set?" It can give false positives (says yes when the answer is no), but never f...
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