high cardinality metrics
High Cardinality Metrics Are Breaking Your Monitoring Budget (And Your Database)
When your Prometheus server needs 64GB RAM just to track which user clicked which button, you've got a cardinality problem. Someone adds a user_id label to track user behavior, suddenly metrics storage balloons from gigabytes to hundreds of gigabytes, queries start timing out, monitoring bills triple overnight,