Konidina , S.C.C. 2026. A Cloud-Native MLOps Framework for Drift Detection, Automated Retraining, and Reliable Real-Time Inference in. International journal of data science and machine learning. 6, 02 (Sep. 2026), 194–202. DOI:https://doi.org/10.55640/ijdsml-06-09-11.