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I've had luck with https://thanos.io/ for a big (~1 billion timeseries across all our DCs) Prometheus scale out project. Horizontally sharded Prometheus that can be queried and alerted on in a unified view with object store backend.





I remember being very impressed with numbers from the following tweet https://twitter.com/this_is_tckb/status/1256649880434606080.

I'm wondering what is the cost of your setup to handle billions of timeseries?


Do you consider TimescaleDB as replacement for Thanos? Would be nice to read some operational and performance comparisons for real world cases.



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