LearnSDN: Optimizing Routing Over Multimedia-based 5G-SDN using Machine Learning

Abstract

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Taking a “Deep” Look at Multimedia Streaming

“…Routing strategies typically focused on leveraging deep learning techniques for ensuring network QoS. For instance, Al-Jawad et al 3 proposed a LearnSDN framework that utilized RL to decide the most suitable routing algorithm when delivering video content over 5G networks to ensure QoS. To accomplish this, LearnSDN learns the most convenient routing algorithm to be deployed for the background traffic given the existing dynamic network conditions.…”