On-line failure prediction in safety-critical systems ?
Non-intrusive and black box effective online failure prediction. We monitor network traffic, only, to perform online failure prediction. Application agnostic: no knowledge of application logic is required. We use complex event processing to produce a representation of the system state. We use hidden Markov models in order to create a state recognizer.
failure prediction complex event processing machine learning complex distributed systems critical infrastructures