Ivar Siccama discusses the Predictive Model Monitor to see where your models are working well, and where they are not. Tom van Duist explains the implementation of custom serialization/de-serialization logic for any message format. Ionut Rusu discusses available recovery options when reading data during batch or real time data flow runs.