Sketches

• Bloom Filters and Probabilistic Data Structures: Trading Certainty for Speed · 2024-08-22

  Explore how Bloom filters, Count-Min sketches, and HyperLogLog sacrifice perfect accuracy for dramatic space and time savings—and learn when that trade-off makes sense.