[1] 2019-12-01 Charles Shelbourne, Leonardo Linguaglossa, Aldo Lipani, Tianzhu Zhang, Fabien Geyer, “On the Learnability of Software Router Performance via CPU Measurements,” in Proceedings of the 2019 CoNEXT Student Workshop, Orlando, USA, Dec. 2019. [Bib]
[2] 2019-06-01 Leonardo Linguaglossa, Fabien Geyer, Wenqin Shao, Frank Brockners, Georg Carle, “Demonstrating the Cost of Collecting In-Network Measurements for High-Speed VNFs,” in IFIP TMA Demo, Paris, France, Jun. 2019. [Pdf] [Bib]
[3] 2019-05-01 Fabien Geyer, Stefan Schmid, “DeepMPLS: Fast Analysis of MPLS Configurations Using Deep Learning,” in Proceedings of the 18th International IFIP TC6 Networking Conference, Warsaw, Poland, May 2019. [Pdf] [Slides] [Sourcecode] [Rawdata] [DOI] [Bib]
[4] 2019-04-01 Fabien Geyer, Steffen Bondorf, “DeepTMA: Predicting Effective Contention Models for Network Calculus using Graph Neural Networks,” in Proceedings of the 38th IEEE International Conference on Computer Communications (INFOCOM 2019), Paris, France, Apr. 2019. [Pdf] [Rawdata] [DOI] [Bib]