Search Results for author: Hee-Gon Kim

Found 2 papers, 0 papers with code

Reinforcement Learning of Graph Neural Networks for Service Function Chaining

no code implementations17 Nov 2020 DongNyeong Heo, Doyoung Lee, Hee-Gon Kim, Suhyun Park, Heeyoul Choi

In the management of computer network systems, the service function chaining (SFC) modules play an important role by generating efficient paths for network traffic through physical servers with virtualized network functions (VNF).

Management reinforcement-learning +2

Graph Neural Network based Service Function Chaining for Automatic Network Control

no code implementations11 Sep 2020 DongNyeong Heo, Stanislav Lange, Hee-Gon Kim, Heeyoul Choi

Moreover, the GNN based model can be applied to a new network topology without re-designing and re-training.

Decoder

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