Joshin Kumar Reddy Darreddy; Mahesh Kumar Munagala. AI-POWERED CMDB HEALTH AND AUTONOMOUS SERVICE GRAPH RECONCILIATION: GRAPH MACHINE LEARNING FOR CONFIGURATION DATA QUALITY IN LARGE-SCALE SERVICENOW ITOM DEPLOYMENTS. IJCISIM 2026, 18, 727-737.