2 docs tagged with "flink"

Exactly-once aggregation with Flink two-phase commit, click fraud detection in the stream, watermarks for late mobile data, budget enforcement that cannot overspend, and attribution joins.

Count-Min Sketch and Space-Saving for memory-bounded heavy hitters, exponential decay for non-stationary popularity, two-tier top-k merging, and why approximate merges are not exact.