Optimizing Prometheus Performance: Storage, Scrape Frequency, Labels, Queries, Sharding, and Alerting
This article presents practical techniques for improving Prometheus performance in cloud‑native environments, covering storage retention, block size, scrape intervals, label reduction, query optimization, sharding, high‑availability setups, and alert rule simplification.