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Prometheus Scraping Slowly

Prometheus is scraping targets slowly. New metrics will appear slower than desired by configuration or not at all.

See how prometheus_target_interval_length_seconds{quantile="0.9"} developed over time. Did count(up) increase recently to indicate a higher number of targets? Did prometheus_local_storage_memory_series increase recently to indicate an overall larger number of time series that are scraped? Are the targets themselves responsive on their /metrics endpoint?

Depending on the above, either lower the load on Prometheus by reducing the number of targets or time series, or ensure that your targets are quickly scrapable.