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S. Sapate

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Open access Aug 2026

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.

S. Sapate, G. Pathak · 0 citations

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