When do you use a time-series database? InfluxDB and TimescaleDB use cases.

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A time-series database is optimized for data that is append-only, timestamped, and queried over time windows — metrics, IoT readings, traces, financial ticks. The workload is so lopsided (write once, never update, read by range and aggregate) that specialized storage beats a gene…