AI-Driven Observabilityin Hybrid-Cloud SAP Ecosystems: Utilizing Machine Learning for Proactive Anomaly Detection and Self-Healing Infrastructure
Abstract
Enterprise IT environments have undergone significant changes due to the transition from on-premisessystems to Hybrid Cloud Systems. SAP S4HANA Deployments utilize multiple cloud providers withintegration to SAP BASIS Services provided by BTP (SAP Cloud Solutions). Legacy Toolsets, such asSAP Solution Manager, rely on Static THRESHOLDS for Monitoring, triggering Alerts after business operations have already been adversely impacted through Degradation of the System
Fields of Study & Subjects
Software System Performance and Reliability
Cloud Computing and Resource Management
Advanced Database Systems and Queries
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 9 January 2026