The growing complexity of cellular networks, driven by the proliferation of devices and data-intensive applications, has strained traditional management approaches. Manual processes, heuristics-driven control, and static automation are inadequate for meeting the dynamic demands of modern networks. As networks evolve toward 5G Advanced and beyond, the diverse use cases—such as massive Internet of Things deployments, ultra-reliable low-latency communications, and enhanced mobile broadband—require real-time decision-making and adaptive resource allocation. Artificial intelligence (AI) provides a transformative solution for optimizing network efficiency, performance, security, and user experience and ensuring seamless operations across complex, heterogeneous environments.
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