It is not uncommon for the addition of a new metric or dimension to cause a cardinality explosion if the cardinality of that new dimension is unexpectedly high. These types of events can threaten the stability of a metrics platform, and for businesses using vendors that charge based on metrics, can cause significant unexpected costs.