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Tests probabilistic data structures (Count-Min Sketch, heavy hitters algorithms), streaming aggregation, and the accuracy vs resource trade-off. Asked at Twitter/X, TikTok, Spotify, Amazon, and any company with trending or leaderboard features.

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