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Stream<RawMetric> -> Stream<AggregatedMetric>
Aggregate incoming high-frequency metrics in-memory over defined time windows and output only the summarized stats.
Problem it solves
Storing raw high-frequency data exhausts disk bandwidth and query performance.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.