Count-Min Sketch Deep Dive

Why it matters

Count-Min sketch powers heavy hitters, per-key rate limits, and streaming analytics.

The architecture

d rows × w counters.

Increment counter at each hash.

Query = min across d.

How it works end to end

d rows × w counters.

Update O(d).

Query O(d).