Prometheus Deep Dive Part 8: Optimizing & Debugging Prometheus

Before optimizing, you need to understand how Prometheus consumes resources. Its performance characteristics are directly tied to four primary factors: active time series count, ingestion rate, query complexity, and TSDB operations (compaction, WAL replay).