Background and activities

Scientific, academic and artistic work

Journal publications

Part of book/report

  • Bosk, Marcin; Gajic, Marija; Schwarzmann, Susanna; Lange, Stanislav; Trivisonno, Riccardo; Marquezan, Clarissa; Zinner, Thomas Erich. (2021) Using 5G QoS Mechanisms to Achieve QoE-Aware Resource Allocation. 17th International Conference on Network and Service Management, CNSM 2021.
  • Lange, Stanislav; Schwarzmann, Susanna; Gajic, Marija; Zinner, Thomas; Kraemer, Frank Alexander. (2021) AI in 5G Networks: Challenges and Use Cases. Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning.
  • Heo, Dongnyeong; Lange, Stanislav; Kim, Heegon; Choi, Heeyoul. (2020) Graph Neural Network Based Service Function Chaining for Automatic Network Control. Asia-Pacific Network Operations and Management Symposium (APNOMS) 2020.
  • Kim, Heegon; Park, Suhyun; Heo, Dongnyeong; Lange, Stanislav; Choi, Heeyoul; Yoo, Jae-Hyoung; Hong, James W.. (2020) Graph Neural Network-based Virtual Network Function Deployment Prediction. International Conference on Network and Service Management (CNSM) 2020.
  • Kim, Heegon; Park, Suhyun; Lange, Stanislav; Lee, Doyoung; Heo, Dongnyeong; Choi, Heeyoul; Yoo, Jae-Hyoung; Hong, James W.. (2020) Graph Neural Network-based Virtual Network Function Management. Asia-Pacific Network Operations and Management Symposium (APNOMS) 2020.
  • Park, Suhyun; Kim, Heegon; Hong, Jibum; Lange, Stanislav; Yoo, Jae-Hyoung; Hong, James W.. (2020) Machine Learning-based Optimal VNF Deployment. Asia-Pacific Network Operations and Management Symposium (APNOMS) 2020.
  • Geissler, Stefan; Lange, Stanislav; Wamser, Florian; Zinner, Thomas Erich; Hossfeld, Tobias. (2019) KOMon—Kernel-based Online Monitoring of VNF Packet Processing Times. Proceedings of the 2019 International Conference on Networked Systems.
  • Lange, Stanislav; Linguaglossa, Leonardo; Geissler, Stefan; Rossi, Dario; Zinner, Thomas Erich. (2019) Discrete-Time Modeling of NFV Accelerators that Exploit Batched Processing. Conference on Computer Communications, INFOCOM 2019.