Faisal Naeem

Hybrid Graph Neural Network–Reinforcement Learning Framework for Intelligent Programmable Network Automation

Results affirm that the combination of structural learning, adaptive decision‐making, and automated evaluation on a cloud platform offers a realisable, scalable route to intelligent, autonomous, programmable network management that can be used in next‐generation communication infrastructures.