Leibnitzstraße 2
71032 Böblingen
Germany
Neil Amratia is an external doctoral candidate at the University of Stuttgart who is employed by Mercedes-Benz AG. His research project focuses on runtime observability and monitoring of software-defined vehicles, with particular emphasis on detecting abnormal behavior in automotive software services during vehicle operation. The project investigates how operational context, such as changing vehicle states and software workloads, influences the normal runtime behavior of software services and how this information can be incorporated into anomaly detection. In particular, the research focuses on methods for context-aware runtime monitoring, the systematic integration of contextual information at different stages of the monitoring pipeline, and the evaluation of these approaches under varying operational conditions.
