thesis yes Niels Hendrik Fliedner author 587090000-0003-0484-1328 Florian Klingler author Henning Trsek author 14860000-0002-0133-0656 DEP5023 department 22nd IEEE International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2026) Modeling 5G Radio Access Networks (RANs) at scale requires rapid (re-)configuration of 5G base stations (BSs), e.g., based on open-source software (OSS) stacks, which in general is a challenging task in scenarios with highly dynamic environments and networking demands. Existing solutions are often insufficient to provide an automated configuration functionality based on basic 5G cell parameters. Manual adjustments in such scenarios require specialized knowledge usually not present outside of traditional network providers and established research groups. They are often prone to errors, misconfigurations, and typically do not meet the need for dynamic and timely updates to the networking configuration. In this paper, we present 5GAutoConf, which, to the best of our knowledge, is the first open source automatic 5G BS configuration tool that uses basic input parameters. 5GAutoConf implements an automatic datadriven process that rapidly creates configurations for OSS 5G RAN stacks, enabling fast 5G BS adaptation for experimental purposes. Further, 5GAutoConf integrates both 5G standardcompliant and generated lookup tables (LUTs) for use caseoriented optimization. Since the derivation process of waveform parameters is the most important part of the tool, it is described in detail. https://www.th-owl.de/elsa/download/13829/13830/DCOSS_IoT_2026_2026-05-22_v08.pdf application/pdf no IEEE2026Reykjavík, Island eng 5G NRRANdata-driven network optimizationopen-source toolkitsautomated network configurationrapid network deployment https://github.com/inIT-IAS/5GAutoConf Fliedner NH, Klingler F, Trsek H. <i>5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations</i>. IEEE; 2026. <b>Fliedner, Niels Hendrik/Klingler, Florian/Trsek, Henning</b>: 5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations, o. O. 2026. Fliedner, Niels Hendrik, Florian Klingler und Henning Trsek. 2026. <i>5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations</i>. <i>Proceedings of the 22nd IEEE International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2026)</i>. IEEE. Fliedner, Niels Hendrik, Florian Klingler, and Henning Trsek. <i>5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations</i>. <i>Proceedings of the 22nd IEEE International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2026)</i>. IEEE, 2026. N. H. Fliedner, F. Klingler, and H. Trsek, <i>5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations</i>. IEEE, 2026. <b>Fliedner NH, Klingler F and Trsek H</b> (2026) <i>5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations</i>. IEEE. N.H. Fliedner, F. Klingler, H. Trsek, 5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations, IEEE, 2026. <span style="font-variant:small-caps;">Fliedner, Niels Hendrik</span> ; <span style="font-variant:small-caps;">Klingler, Florian</span> ; <span style="font-variant:small-caps;">Trsek, Henning</span>: <i>5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations</i> : IEEE, 2026 Fliedner NH, Klingler F, Trsek H. 5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations. Proceedings of the 22nd IEEE International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2026). IEEE; 2026. Fliedner, Niels Hendrik, et al. “5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations.” <i>Proceedings of the 22nd IEEE International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2026)</i>, IEEE, 2026. Fliedner, N. H., Klingler, F., &#38; Trsek, H. (2026). 5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations. In <i>Proceedings of the 22nd IEEE International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2026)</i>. 22nd IEEE International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2026), Reykjavík, Island. IEEE. N.H. Fliedner, F. Klingler, H. Trsek, 5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations, IEEE, 2026. 138292026-06-28T17:20:19Z2026-06-28T17:20:47Z