Improving industrial product reliability, maintainability and, thus, availability is a challenging task for many industrial companies. In industry, there is a growing need to process data in real time, since the generated data volume exceeds the available storage capacity. This Paper consists of a review of data stream mining and data stream management systems aimed at improving product availab...