Patterns can be discovered in events collected by a network system. In one embodiment, the present invention includes collecting and storing events from a variety of monitor devices. In one embodiment, a subset of the stored events is provided to a manager as an event stream. In one embodiment, the present invention further includes the manager discovering one or more previously unknown event patterns in the event stream.