Faisal Alharbi

AI-Enabled Data Lake Architecture for Efficient Multi-Tenant Big Data Orchestration

The analysis indicates that combining adaptive exploration with value-based decision mechanisms can provide a stronger orchestration model than static policies, although computational overhead, training instability, tenant fairness, and limited empirical validation remain important constraints.