Ops Community

Aug 19, 2026 · Operations

Why Prometheus Metrics Have High Cardinality and How to Fix It

The article explains why Prometheus metric cardinality explodes, how it impacts memory, storage and query performance, and provides a step‑by‑step troubleshooting guide with concrete examples, code snippets, mitigation strategies, validation methods, and best‑practice recommendations for SREs.