«COMPARATIVE ANALYSIS OF SEQUENCE-BASED AND GRAPH-BASED DEEP LEARNING FOR ANOMALY DETECTION IN MICROSERVICE TRACES ». Journal of Problems in Computer Science and Information Technologies 4, no. 2 (Червень 19, 2026): 39–49. дата звернення Липень 31, 2026. https://jpcsit.kaznu.kz/index.php/kaznu/article/view/304.