We are currently using a summary table that aggregates information for our users on an hourly basis in UTC time. The problem we are having is that this table is becoming too large and slowing our system down immensely. We have done all the tuning techniques recommended for PostgreSQL and we are still experiencing slowness.
Our idea was to start aggregating by day rather than by hour, but the problem is that we allow our customers to change the timezone, which recalculates the data for that day.
Does anyone know of a way to store the daily summary but still respect the numbers and totals when they switch timezones?
Summarise the data in tables with a timeoffset column, and a “day” field (a date) that is the day for that particular summary line. Index on (timeoffset, day, other relevant fields), clustered if possible (presumably PostgresSQL has clustered indexes?) and all should be well.