From real-time dashboards to performance monitoring and historical trend analysis, data aggregation is a must-have for any sort of analytical application. To address this need, Timescale Cloud continuous aggregates precompute and store aggregate data for you. Using PostgreSQL materialized views, continuous aggregates incrementally refresh the aggregation query in the background, so that when you do run it, only the data that has changed needs to be computed, not the entire dataset. This means you always have the latest aggregate data at your fingertips - and spend as little resources on it, as possible.

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