Anomalous log entries

New pattern events: those anomalous logs have a new pattern that never appeared in the past user-defined period (e.g., 7 days);
Rare events: those anomalous logs have unusual patterns that are rarely seen;
Hot events: those anomalous logs have abnormally high frequency;
Cold events: those anomalous logs have abnormally low frequency;