Modeling Data Center Networks with Message Passing Neural Network and Multi-task Learning
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Publisher
Springer Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-16-5188-5_8
Reference32 articles.
1. Mestres, A., Rodriguez-Natal, A., Carner, J., et al.: Knowledge-defined networking. ACM SIGCOMM Comput. Commun. Rev. 47(3), 2–10 (2017)
2. Kreutz, D., Ramos, F.M.V., Verissimo, P.E., et al.: Software-defined networking: a comprehensive survey. Proc. IEEE 103(1), 14–76 (2014)
3. Han, B., Gopalakrishnan, V., Ji, L., et al.: Network function virtualization: challenges and opportunities for innovations. IEEE Commun. Mag. 53(2), 90–97 (2015)
4. Rusek, K., Suárez-Varela, J., Mestres, A., et al.: Unveiling the potential of graph neural networks for network modeling and optimization in SDN. In: Proceedings of the 2019 ACM Symposium on SDN Research, pp. 140–151 (2019)
5. Geyer, F., Bondorf, S.: DeepTMA: predicting effective contention models for network calculus using graph neural networks. In: IEEE INFOCOM 2019-IEEE Conference on Computer Communications, pp. 1009–1017. IEEE (2019)
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