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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
For a SaaS solution, NewRelic gets my vote. For open source use the telegraf agent (https://github.com/influxdata/telegraf) and you can choose whatever TSDB you want to ship your data to that is supported (https://github.com/influxdata/telegraf/tree/master/plugins/outputs). I’ve been using Zabbix for the last ~8 years and I cannot in good conscience suggest Zabbix, especially for ephemeral hosts.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.