INTELLIGENT MODELS FOR OPTIMIZING ACCESS NETWORKS, SWITCHING, AND ROUTING IN MODERN TELECOMMUNICATION SYSTEMS

Аннотация:

Contemporary telecommunications systems depend on three basic components: access networks, switching and routing. As demands increase for high-speed data, lower latency, and greater scalable communication, traditional architectures will no longer be enough. This research presents intelligent optimization models focused on improving performance of access technologies, packet/circuit switching, and IP routing. The models integrate mathematical network analysis, dynamic routing optimization, and adaptive switching frameworks. Results from simulations indicate noticeable improvements in throughput, latency and network efficiency.