INTELLIGENTMETHODSFORIMPROVINGDATATRANSMISSION EFFICIENCYININTERNETNETWORKS

Abstract

The rapid growth of internet-based services and applications has significantly increased the demand for high-speed, reliable, and efficient data transmission. Traditional networkmanagement and routingtechniquesoftenfail to adapt dynamically to changing network conditions such as traffic congestion, latency, and packet loss. This study investigates intelligent methods for improving data transmission efficiency in internet networks by integrating modern optimization algorithms and adaptive network control mechanisms. The proposed approach focuses on enhancing bandwidth utilization, reducing transmission delays, and improving overall network performance. Simulation results demonstrate that the application of intelligent techniques leads to a noticeable improvement in data throughput and network stability compared to conventional methods. The findings of this research can be applied in the design and optimizationofnext-generationinternetnetworks