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NumericObservation -> QuantileEstimation
Track numeric observations over a sliding temporal window to estimate specific quantiles within a defined maximum error margin.
Problem it solves
Calculating exact quantiles in real-time, high-throughput streams is memory-prohibitive.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.