Top-K: Windows & Scale Deep Dives
Top-K design deep dives on windows and scale — the last 24 hours as running totals against re-reading the stream, trending by forward decay, hot songs as 1 + s × P and what combiners do, the Flink SQL window Top-N run on real data, and when a Redis sorted set is enough.