%0 Conference Proceedings %T An Open Dataset for Beyond-5G Data-driven Network Automation Experiments %+ CEDRIC. Réseaux et Objets Connectés (CEDRIC - ROC) %A Phung, Dung Chi %A Yellas, Nour-El-Houda %A Ruba, Salah Bin %A Secci, Stefano %Z IA/AMI-5G INFLUENCE %< avec comité de lecture %( 2022 1st International Conference on 6G Networking (6GNet) %B 2022 1st International Conference on 6G Networking (6GNet) %C Paris, France %I IEEE %3 Proceedings of the 2022 1st International Conference on 6G Networking (6GNet) %8 2022-07-06 %D 2022 %R 10.1109/6GNet54646.2022.9830292 %K Measurement %K 6G mobile communication %K Automation %K 5G mobile communication %K Operating systems %K Emulation %K Servers %Z Computer Science [cs]/Networking and Internet Architecture [cs.NI]Conference papers %X In this paper, we present the 5G3E (5G End-to-End Emulation) dataset created to support 5G network automation. The dataset contains thousands of time-series, built at different sampling rates, related to the observation of multiple resources involved in 5G network operation: radio, computing and network resources. The variety of collected features ranges from radio front-end metrics to physical server operating system and network function metrics. We describe the testbed we deployed to support the creation of traffic starting from real traffic traces of a commercial network operator. %G English %2 https://hal.science/hal-03698732v2/document %2 https://hal.science/hal-03698732v2/file/5G_data-5.pdf %L hal-03698732 %U https://hal.science/hal-03698732 %~ CNAM %~ OPENAIRE %~ CEDRIC-CNAM %~ ANR %~ SPRES %~ HESAM-CNAM %~ HESAM