Our great sponsors
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cortex
A horizontally scalable, highly available, multi-tenant, long term Prometheus. (by cortexproject)
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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.
You will probably want to look at Cortex, it's designed to be the multi-tenant database. You can either build it up yourself, or use Grafana hosted version.
Prometheus is able to handle a large infrastructure no problem.
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.