Hello Nathan,
https://github.com/knowledgedefinednetworking/Unveiling-the-potential-of-GN…
This link contains the models used in our paper: K. Rusek, J.
Suárez-Varela, A. Mestres, P. Barlet-Ros, A. Cabellos-Aparicio;
"Unveiling the potential of Graph Neural Networks for network modeling
and optimization in SDN," in Proceedings of ACM Symposium on SDN
Research (SOSR) , pp. 140-151, April 2019.
https://github.com/knowledgedefinednetworking/demo-routenet/tree/master/tra…
This other link contains the models that we used in our demo paper: J.
Suárez-Varela, S. Carol-Bosch, K. Rusek, P. Almasan, M. Arias, P.
Barlet-Ros, A. Cabellos-Aparicio "Challenging the generalization
capabilities of Graph Neural Networks for network modeling," in ACM
SIGCOMM Posters and Demos, August 2019
In this paper, we trained RouteNet on a dataset with samples from the
14-node NSFNET topology and a (larger) 50-node synthetically-generated
topology, Then, we evaluated the trained models on samples from these
two topologies and a third toplogy (24-node Geant2). Please, find the
datasets used in this paper at the following link:
https://github.com/knowledgedefinednetworking/NetworkModelingDatasets/tree/…
Note that these datasets include variable capacity on links. Also, the
RouteNet implementation used for the demo
(
https://github.com/knowledgedefinednetworking/demo-routenet/tree/master/code)
has support to encode the link capacity on the hidden states of links.
Regards,
José
El 22/09/2019 a las 16:57, Nathan Sowatskey escribió:
Hi
This page:
https://github.com/knowledgedefinednetworking/Unveiling-the-potential-of-GN…
Has links for trained models from eight months ago.
This page:
https://github.com/knowledgedefinednetworking/demo-routenet/tree/master/tra…
Has links for trained models from three months ago.
Can anyone explain how these sets of trained model data are related please?
Many thanks
Nathan
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