I must also admit, that I like my simple approach of just keeping data in compressed local files. With fast SSDs it is super easy to scale and fault tolerant. Nodes can just `rsync` data to keep up to date.
In the past I used InfluxDB, TimescaleDB and ClickHouseDB. They also offer good solutions for time-series data, but add a lot of maintenance overhead.