| Hybrid electro-optical intra-data center networks tailored for different traffic classes M Balanici, S Pachnicke Journal of Optical Communications and Networking 10 (11), 889-901, 2018 | 35 | 2018 |
| Machine learning-based traffic prediction for optical switching resource allocation in hybrid intra-data center networks M Balanici, S Pachnicke 2019 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2019 | 33 | 2019 |
| Classification and forecasting of real-time server traffic flows employing long short-term memory for hybrid E/O data center networks M Balanici, S Pachnicke Journal of Optical Communications and Networking 13 (5), 85-93, 2021 | 18 | 2021 |
| Server traffic prediction using machine learning for optical circuit switching scheduling M Balanici, S Pachnicke Photonic Networks; 20th ITG-Symposium, 1-3, 2019 | 12 | 2019 |
| Demonstration of a Real-Time ML Pipeline for Traffic Forecasting in AI-Assisted F5G Optical Access Networks M Balanici, G Bergk, P Safari, B Shariati, JK Fischer, R Freund 2022 European Conference on Optical Communication (ECOC), Tu2.5, 2022 | 8* | 2022 |
| Traffic-Modeling-Based Design and Evaluation of a Hybrid Electro-Optical Intra-Data Center Network M Balanici, S Pachnicke Photonic Networks; 18. ITG-Symposium; Proceedings of, 1-8, 2017 | 6 | 2017 |
| Telemetry Framework with Data Sovereignty Features B Shariati, H Qarawlus, S Biehs, JJ Pedreno-Manresa, P Safari, ... Optical Fiber Communication Conference, M3G. 2, 2023 | 3 | 2023 |
| Multi-step forecasting of intense traffic streams using machine learning for optical circuit switching M Balanici, S Pachnicke 2019 21st International Conference on Transparent Optical Networks (ICTON), 1-4, 2019 | 3 | 2019 |
| Intra-Data Center Network Optimization by Means of Application-Based Traffic Modeling and Optical Circuit Switching M Balanici, S Pachnicke 2018 20th International Conference on Transparent Optical Networks (ICTON), 1-4, 2018 | 2 | 2018 |
| Short paper: towards data-similarity-based clustering for inter-vehicle communication S Dietzel, M Balanici, F Kargl 2013 IEEE Vehicular Networking Conference, 238-241, 2013 | 2 | 2013 |
| 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 |
| Cluster-based aggregation for inter-vehicle communication M Balanici Universität Ulm, 2016 | 1 | 2016 |
| Live Demonstration of Autonomous Link-Capacity Adjustment in Optical Metro-Aggregation Networks M Balanici, P Safari, B Shariati, A Jafari, JK Fischer, R Freund 2024 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2024 | | 2024 |
| 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 |
| F5G OpenLab: Enabling Twin Transition through Ubiquitous Fiber Connectivity M Balanici, B Shariati, P Safari, P Chojecki, M Chemnitz, D Przewozny, ... 2023 23rd International Conference on Transparent Optical Networks (ICTON), 1-4, 2023 | | 2023 |
Stephan PachnickeFull Professor of Optical Communications, Kiel University (Christian-Albrechts-Universität)在 pachnicke.com 的电子邮件经过验证
