Publications

Aykurt, Kaan; Stephan, Maximilian; Ayvasik, Serkut; Zerwas, Johannes; Kellerer, Wolfgang: Digital Twin Opportunities with Leveraging Graph Neural Networks on Real Network Data. ITU Journal on Future and Evolving Technologies (ITU J-FET), 2024 more… BibTeX Full text (mediaTUM)

Aykurt, Kaan; Blenk, Andreas; Kellerer, Wolfgang: NetLLMBench: A Benchmark Framework for Large Language Models in Network Configuration Tasks. 2024 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2024 more… BibTeX Full text (mediaTUM)

Aykurt, Kaan; Zerwas, Johannes; Blenk, Andreas; Kellerer, Wolfgang: When TCP Meets Reconfigurations: A Comprehensive Measurement Study. IEEE Transactions on Network and Service Management, 2023, 1-1 more… BibTeX Full text ( DOI ) Full text (mediaTUM)

Aykurt, Kaan; Kellerer, Wolfgang: Autonomous Network Management in Multi-Domain 6G Networks based on Graph Neural Networks. 9th IEEE International Conference on Network Softwarization (NetSoft), PhD Symposium, 2023 more… BibTeX Full text (mediaTUM)
Aykurt, Kaan; Ursu, Răzvan-Mihai; Zerwas, Johannes; Krämer, Patrick; Asadi, Navidreza; Wong, Leon; Kellerer, Wolfgang: HyPA: Hybrid Horizontal Pod Autoscaling with Automated Model Updates. 2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2023 more… BibTeX Full text (mediaTUM)

Aykurt, Kaan; Zerwas, Johannes; Blenk, Andreas; Kellerer, Wolfgang: On the Performance of TCP in Reconfigurable Data Center Networks. 18th International Conference on Network and Service Management (CNSM), 2022 more… BibTeX Full text (mediaTUM)

Zerwas, Johannes; Aykurt, Kaan; Schmid, Stefan; Blenk, Andreas: Network Traffic Characteristics of Machine Learning Frameworks Under the Microscope. 17th International Conference on Network and Service Management (CNSM 2021), 2021 more… BibTeX Full text (mediaTUM)