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  5. Continuous Aggregate Refresh, Demystified: Invalidation, Lookback, and Late-Arriving Data
Continuous Aggregate Refresh, Demystified: Invalidation, Lookback, and Late-Arriving Data
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Continuous Aggregate Refresh, Demystified: Invalidation, Lookback, and Late-Arriving Data

TimescaleDB continuous aggregates and late-arriving data: invalidation tracking, lookback windows, and the two offsets that prevent stale aggregate buckets.

DevelopmentTiger Data (Timescale)Published: August 14, 2026
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