Every day, huge volumes of sensory, transactional, and web data are continuously generated as streams, which need to be analyzed online as they arrive. Streaming data can be considered as one of the main sources of what is called big data. While predictive modeling for data streams and big data have received a lot of attention over the last decade, many… (More)
In biomedical research, a variety of data like clinical, genetic, expression of coding or non-coding ribonucleic acid (RNA) transcripts, or proteomic data are processed to gain new insights into diseases and therapies. In transregional research networks, geographically distributed projects work on comparable research questions with data from different… (More)
Over the past decades new Failure Management technologies have been investigated and were presented. With the experience of more than four years of successful operation of the Columbus Module, which is an integrated element of the International Space Station, we are now able to identify technologies which are of interest for the operators. Efficient… (More)
This paper sketches an interdisciplinary doctoral research. The main contribution is amongst others the combination of existing approaches for real-time monitoring and long-term analysis. This includes data stream management, event condition action rules, complex event processing as well as data mining technologies. As a practical use case we introduce… (More)
se dient. Hier wird ein dynamischer und flexibler¨Uberwa-chungsansatz vorgestellt.
Mobile cyber-physical systems (MCPSs) such as cars, trains, aeroplanes or spaceships are widely disseminated in our today's life. MCPSs are embedded into a physical environment which is usually harsh and uncertain. Hence, monitoring MCPSs is essential to ensure reliability and to avoid critical damage. Monitoring MCPSs is a very interdisciplinary research… (More)
Basic approaches of mobile cyber-physical systems (CPS) such like cars, trains, aeroplanes or spaceships are parts of our daily life. Mobile CPSs are embedded into a physical environment which is usually harsh and uncertain. Monitoring mobile CPSs is essential to ensure reliability and to avoid damage. Monitoring mobile CPSs presupposes knowledge about the… (More)