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Stream<RawEvent> -> Stream<AggregatedEvent>
Execute background streaming SQL queries to continuously compute windowed aggregates over incoming streams and write results to an external or internal database engine.
Problem it solves
Polling high-velocity events continuously for aggregation is latency-heavy and resource-inefficient.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.