EVENT CORRELATION BASED ON PATTERN RECOGNITION AND MACHINE LEARNING

摘要

A method and a system of improving correlation of events and alerts in or more enterprise networks (103) are disclosed. The method includes receiving, by a processor (402), event data from a plurality of devices (104) in the network (103), wherein the event data comprises one or more of performance metrics data, alerts data, and incident data. The event data is cleaned based on predetermined input parameters and the cleaned event data is labeled based on predetermined definitions. The method further includes performing sequence pattern identification to identify patterns in the labeled event data. The recurring identified patterns are clustered to obtain correlated events. The method includes improving the accuracy of the correlated events using reinforcement learning.