An abnormal pattern analysis method includes determining a service application associated with analysis data, selecting at least one abnormal pattern analysis module in an abnormal pattern analysis framework based on the determined service application and performing an analysis for the analysis data through the selected at least one abnormal pattern analysis module to detect an abnormal pattern.