Holistic Data-Driven Diagnosis for Dependable Automotive Systems

Despite extensive design processes, emergent behavior will still appear at run-time in dependable automotive systems. Such behavior occurs due to unexpected or unidentifieded interactions and dependencies between system components. These interactions are unidentifieded due to a disconnect between various stages of the design process. A diagnostic advisor that synthesizes data from each stage of the product lifecycle provide a more accurate design-time characterization of the system, as well as more robust run-time operation.