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Ramani Kasarapu

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Conference Aug 2026

A Hybrid Graph Neural Network based Adaptive Routing Optimization in Software-Defined Networks

Adaptive routing techniques that go beyond the constraints of conventional algorithms are required due to the extraordinary increase in network traffic. The advancements in deep reinforcement learning (DRL) techniques enforce the dynamic learning of the paths in network. This paper presents a hybrid DRL based Graph Neu...

Ramani Kasarapu, C. Kushwanth, N. Kumar et al. · 0 citations

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