Fault Detection in Discrete Event Based Distributed Systems by Forecasting Message Sequences with Neural Networks

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Falk Langer, Dirk Eilers, Rudi Knorr

Published: 2009, Last Modified: 18 Sept 2025KI 2009EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: In reliable systems fault detection is essential for ensuring the correct behavior. Todays automotive electronical systems consists of 30 to 80 electronic control units which provide up to 2.500 atomic functions. Because of the growing dependencies between the different functionality, very complex interactions between the software functions are often taking place.