| Deep convolutional neural network for network-wide QoT estimation P Safari, B Shariati, G Bergk, JK Fischer Optical Fiber Communication Conference, Th4J. 3, 2021 | 26 | 2021 |
| ML-assisted QoT estimation: a dataset collection and data visualization for dataset quality evaluation G Bergk, B Shariati, P Safari, JK Fischer Journal of Optical Communications and Networking 14 (3), 43-55, 2021 | 20 | 2021 |
| QoT dataset collection G Bergk, B Shariati, P Safari, JK Fischer online–accessed Mar, 2022 | 10 | 2022 |
| Inter-operator machine learning model trading over Acumos AI federated marketplace B Shariati, P Safari, G Bergk, FI Oertel, JK Fischer 2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021 | 9 | 2021 |
| Secure multi-party computation and statistics sharing for ML model training in multi-domain multi-vendor networks P Safari, B Shariati, G Bergk, JK Fischer 2021 European Conference on Optical Communication (ECOC), 1-4, 2021 | 6 | 2021 |
| Traffic Monitoring and Analytics Framework for Optical Access Networks B Shariati, G Bergk, P Safari, M Balanici, J Fischer, R Freund 2022 13th International Symposium on Communication Systems, Networks and …, 2022 | 1 | 2022 |
| Interactive Visual Analytics Dashboard for the Paradigm of ML-assisted Autonomous Optical Networking B Shariati, W Baltzer, G Bergk, P Safari, JK Fischer 2022 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2022 | 1 | 2022 |
| Autonomous Capacity Adjustment with Dynamic Margin Allocation for Optical Enterprise Links M Balanici, B Shariati, P Safari, G Bergk, JK Fischer Optical Fiber Communication Conference, M1H. 2, 2024 | | 2024 |
Pooyan SafariFraunhofer HHIVerified email at hhi.fraunhofer.de
