Our Publications

Data-Driven Orchestration for Distributed RAN Intelligent Controller Placement in 6G Networks

Hashemi Nezhad, E., Di Maio, A., & Braun, T. | SAC '25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing
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DERRIC: Decentralized Reinforced RAN Intelligent Controller Orchestration for 6G Networks

Hashemi Nezhad, E., Di Maio, A., & Braun, T. | IEEE Wireless Communications and Networking Conference (WCNC), Milan, Italy, 24–27 March 2025
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Deep Reinforcement Learning for Context-Aware Online Service Function Chain Deployment and Migration over 6G Networks

F. Wassie, S., Di Maio, A., & Braun, T. | 40th ACM/SIGAPP Symposium On Applied Computing (SAC), Sicily, Italy, 31 March - 4 April 2025
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Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results

Spantideas, S., Giannopoulos, A., & Trakadas, P. | IEEE Transactions on Network and Service Management, 22(2), 1108 - 1128, 2024.
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Automated End-To-End AI/ML Lifecycles for Radio Management in 6G Networks

Al Kassir, H., Giannopoulos, A., Spantideas, S., Trakadas, P., Xilouris, G., Kourtis, M.-A., Pateromichelakis, E., Samdanis, K., Kuklinski, S., Chen, T., & Zaharis, Z. | 2024 IEEE Future Networks World Forum (FNWF), Dubai, UAE, 15-17 October 2024
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Reinforced Fairness-Aware Multi-Agent Self-Organization for 6G Radio Access Network Orchestration

Hashemi Nezhad, E., Di Maio, A., & Braun, T. | IEEE 50th Conference on Local Computer Networks (LCN), Sydney, Australia, 14-16 October 2025
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Multi-criteria Optimization Algorithms specially tailored for Programmable Networks with Quality Management

Stanisław Kozdrowski / Wojciech Makos / Zbigniew Kopertowski / Sławomir Sujecki
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AI-Driven Self-Healing in Cloud-Native 6G Networks Through Dynamic Server Scaling

Pérez-Valero, J., Garcia Aviles, G., Giannopoulos, A., Spantideas, S., Skarmeta Gómez, A., & Kuklinski, S. | 2025 IEEE 11th International Conference on Network Softwarization (NetSoft), Budapest, Hungary, 23-27 June 2025
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Rethinking AI-Powered Service Orchestration: The Case for Decentralization

Pérez-Valero, J., Garcia Aviles, G., Giannopoulos, A., Spantideas, S., Skarmeta Gómez, A., & Kuklinski, S. | 2025 IEEE 11th International Conference on Network Softwarization (NetSoft), Budapest, Hungary, 23-27 June 2025
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Ambiguity Resolution of Two Conformal Leaky-Wave Antennas via Deep Learning

Gil Martínez, A., Pérez-Valero, J., Lopez Pastor, J. A., GOMEZ-TORNERO, J. L., & Skarmeta Gómez, A. | 2025 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Tampere, Finland, 15-18 September 2025
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MARC-6G: Multi-Agent Reinforcement Learning for Distributed Context-Aware SFC Deployment and Migration in 6G Networks

F. Wassie, S., Samikwa, E., Di Maio, A., & Braun, T. | International Conference on Network and Service Management (CNSM), Bologna, Italy, 27 - 31 October 2025
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