> May want to include a time series database, like InfluxDB

Seems to have native support for Prometheus, so that seems to be the TSDB to use for the project. That said, if you're at the point where your record density takes advantage of the benefits of a time series DB vs a well indexed RDBMS, I'd also imagine that you're beyond the scope of this little service.