One thing you can do is configure compressions, so essentially less recent data has lower time resolution and/or less cardinality. So some dimensions are droppe

One thing you can do is configure compressions, so essentially less recent data has lower time resolution and/or less cardinality. So some dimensions are dropped and you only have e.g. 1h resolution for data older than some threshold.