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Multiple ChoiceHard 45s

Cuckoo filter vs bloom filter trade-off

You need membership tests that support deletion of individual items without rebuilding. Which structure fits best and why?
Options
  1. 1Cuckoo filter, because it stores fingerprints that can be removed individually
  2. 2Bloom filter, because its counters allow safe deletion of items while keeping false positives low
  3. 3HyperLogLog, because it estimates membership with bounded error and supports removing elements
  4. 4Skip list, because it supports ordered deletion of keys while preserving log lookup

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