Poenaru-Olaru, L. (author), Cruz, Luis (author), van Deursen, A. (author), Rellermeyer, Jan S. (author) As machine learning models increasingly replace traditional business logic in the production system, their lifecycle management is becoming a significant concern. Once deployed into production, the machine learning models are constantly evaluated on new streaming data. Given the continuous data flow, shifting data, also known as concept drift,...
conference paper 2022