A scheme that hashes indices to Lévy processes and invokes the Lévy-Khintchine theorem unifies prior sketches for f-moment estimation and extends tractability to many nearly periodic functions.
Counting large number of events in small registers.Communications of the ACM, 21(10):840–842
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A Unified Construction of Streaming Sketches via the L\'evy-Khintchine Representation Theorem
A scheme that hashes indices to Lévy processes and invokes the Lévy-Khintchine theorem unifies prior sketches for f-moment estimation and extends tractability to many nearly periodic functions.