| Self-learning multi-objective service coordination using deep reinforcement learning S Schneider, R Khalili, A Manzoor, H Qarawlus, R Schellenberg, H Karl, ... IEEE Transactions on Network and Service Management 18 (3), 3829-3842, 2021 | 27 | 2021 |
| Self-driving network and service coordination using deep reinforcement learning S Schneider, A Manzoor, H Qarawlus, R Schellenberg, H Karl, R Khalili, ... 2020 16th International Conference on Network and Service Management (CNSM), 1-9, 2020 | 17 | 2020 |
| Distributed online service coordination using deep reinforcement learning S Schneider, H Qarawlus, H Karl 2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021 | 14 | 2021 |
| Sovereign data exchange in cloud-connected IoT using international data spaces H Qarawlus, M Hellmeier, J Pieperbeck, R Quensel, S Biehs, M Peschke 2021 IEEE Cloud Summit (Cloud Summit), 13-18, 2021 | 7 | 2021 |
| Implementing data sovereignty: Requirements & challenges from practice M Hellmeier, J Pampus, H Qarawlus, F Howar Proceedings of the 18th International Conference on Availability …, 2023 | 5 | 2023 |
| Telemetry Framework with Data Sovereignty Features B Shariati, H Qarawlus, S Biehs, JJ Pedreno-Manresa, P Safari, ... Optical Fiber Communication Conference, M3G. 2, 2023 | 2 | 2023 |
| Demonstration of data-sovereign telemetry broker for open and disaggregated optical networks H Qarawlus, S Biehs, B Shariati, JJP Manresa, A Bouchedoub, H Haße, ... Optical Fiber Communication Conference, M3Z. 3, 2023 | 2 | 2023 |
| Service coordination simulator GitHub repository S Schneider, A Manzoor, H Qarawlus, R Schellenberg, S Uthe Accessed: Jan 21, 2021, 2021 | 2 | 2021 |
| CloudSummit 2021 L AI, SU Khan, T Hadeel, MA Serhani, K Khalil, A Benharref, H Qarawlus, ... | | |
