The Graphite database has engineers feeling stuck. Perhaps you’re one of them. You find yourself collecting metrics that were defined years ago when the system was put in place, likely by someone who is no longer with the company. These pre-aggregations make it necessary to collect more data, which results in increased infrastructure and disk space costs.