An improved data stream summary: the count-min sketch and its applications

The Count-Min Sketch allows fundamental queries in data stream summarization such as point, range, and inner product queries to be approximately answered very quickly and can be applied to solve several important problems in data streams such as finding quantiles, frequent items, etc.