Dr. Chinedu Okafor 2025. Autonomous Cloud Stability Framework Using Adaptive Learning for Independent System Restoration and Strengthened Reliability. International Multidisciplinary Journal for Research & Development. 12, 12 (Dec. 2025), 1–10.