When to use vector clock for distributed system?

A vector clock is a data structure used for determining the partial ordering of events in a distributed system and detecting causality violations, were you can have currently events, and a huge amount of them.

If you need to know what event triggered an error, violation or situation, in your distributed system, this is the appropriate data structure.