RouteNet: Leveraging Graph Neural Networks for network modeling and optimization in SDN

3 Oct 2019Krzysztof RusekJosé Suárez-VarelaPaul AlmasanPere Barlet-RosAlbert Cabellos-Aparicio

Network modeling is a key enabler to achieve efficient network operation in future self-driving Software-Defined Networks. However, we still lack functional network models able to produce accurate predictions of Key Performance Indicators (KPI) such as delay, jitter or loss at limited cost... (read more)

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