A Novel Iterative Machine Learning-Driven Framework for Reliable and Adaptive Cloud Data Migration
AMF-CloudForge is presented, a unified machine learning-driven framework that integrates migration state analysis, intelligent scheduling, consistency preservation, and real-time adaptive management into a single end-to-end architecture and transforms cloud data migration from a static, tool-centric process into a reliable, adaptive, and continuously optimized cloud service.