G06N7005
Please help me predict the CPC LABEL for this patentPATENT ABSTRACT: A computer-implemented method provides an early warning of an impending failure in a monitored system. The method includes performing, by a processor, an offline model learning process that generates a model of expected log rates in the monitored system from historical log data. The model represents a normal behavior of the monitored system. The method further includes performing an online detection process that detects the impending failure in the monitored system prior to an actual occurrence thereof based on (i) the model of expected log rates and (ii) observed log rates. The method also includes displaying, by a display device based on (i) the model of expected log rates and (ii) observed log rates in the monitored system, information relating to the impending failure prior to the actual occurrence of the impending failure. The online detection process identifies short term and long term failures and long term failures.