Exploring the nuances of reliability in monitoring systems, running multiple Prometheus servers can enhance alerting despite potential data discrepancies. The discussion delves into the querying model, highlighting how to convert request counters into meaningful per-second rates for effective graphing and analysis, ultimately focusing on service-level statistics across the entire Prometheus server.
