2. Les publications
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Les publications

Conférence

Ameur, Mazene; Brik, Bouziane; Ksentini, Adlen

Uncertainty-aware zero-touch drift management for trustworthy DRL in 5G/6G networks

INFOCOM 2026, 45th IEEE International Conference on Computer Communications, 18-21 May 2026, Tokyo, Japan
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BIBTEX

Thèse

Rizk, Christ

Optimization of beamforming in an open RAN architecture

Thesis
Detail
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Thèse

Roure, Babacar

Multi-objective deep reinforcement learning for wireless networks

Thesis
Detail
BIBTEX

Thèse

Sun, Chenyu

Digital twins, AI and autonomous optical networks

Thesis
Detail
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Conférence

Peter, Elizabath; Karakkad, Krishnan; Malak, Derya; Elia, Petros

New achievability schemes for distributed computing of linearly separable functions

IZS 2026, International Zurich Seminar on Information and Communication, 25-27 February 2026, Zurich, Switzerland
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Talk

Slock, Dirk

Accelerated iterative optimization with application to stochastic gradient techniques and alternating optimization

ICNC 2026, Invited talk at International Conference on Computing, Networking and Communications, 16-19 February 2026, Maui, Hawaii, USA
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Thèse

Mekkrache, Abdelkader

Generative AI for next-generation intent-based networking in 6G

Thesis
Detail
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Talk

Esrafilian, Omid

Channel charting meets robotics: Sensor-fused radio localization

Invited talk at CHASER Workshop on Channel Charting Technologies, 15-16 January 2026, Äkäslompolo, Finland
Detail
BIBTEX

Journal

Abstreiter, Maximilian; Tarkoma, Sasu; Morabito, Roberto

Sometimes painful but promising: Feasibility and trade offs of on-device language model inference

ACM Transactions on Embedded Computing Systems, 12 January 2026
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DOI
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Rapport

Zhao, Hui; Slock, Dirk; Elia, Petros

Caching yields up to 5× spectral efficiency in multi-beam satellite communications

Submitted to ArXiV, 11 January 2026
Detail
ARXIV
BIBTEX

Rapport

Maheri, Javad; Namboodiri, K. K. Krishnan; Elia, Petros

Universal and asymptotically optimal data and task allocation in distributed computing

Submitted to ArXiV, 9 January 2026
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Tutorial

Ning, Boyu; Yin, Haifan; Liu, Sixu; Deng, Hao; Yang, Songjie; Zhang, Yuchen; Mei, Weidong; Gesbert, David; Park, Jaebum; Heath Jr., Robert W; Björnson, Emil

Precoding matrix indicator in the 5G NR protocol: A tutorial on 3GPP beamforming codebooks

IEEE Communications Surveys and Tutorials, January 2026 / Also submitted to ArXiV, 8 January 2026
Detail
ARXIV
BIBTEX

Rapport

Saleh, Alaa; Kumar Donta, Praveen; Morabito, Roberto; Tarkoma, Sasu; Lindgren, Anders; Zhang, Qiyang; Dustdar, Schahram; Pirttikangas, Susanna; Loven, Lauri

Bio-inspired agentic self-healing framework for resilient distributed computing continuum Systems

Submitted to ArXiV, 1 January 2026
Detail
ARXIV
BIBTEX

Journal

Xiao, Fangqing; Slock, Dirk

Efficient CRB estimation for linear models via expectation propagation and Monte Carlo sampling

IEEE Signal Processing Letters, Vol. 33, 25 December 2025
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Journal

Benzine, Wissal; Bemani, Ali; Ksairi, Nassar; Slock, Dirk

Models, methods and waveforms for estimation and prediction of sparse time-varying channels

IEEE Transactions on Wireless Communications, 23 December 2025
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DOI
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Journal

Chen, Zhenyu; Sun, Xinghua; Li, Huadong; Feng, Chenyuan; Wang, Xijun; Xue, Qiaofeng

Reinforcement learning-based distributed channel access for delay optimization

IEEE Internet of Things Journal, 23 December 2025
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DOI
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Journal

Benzine, Wissal; Bemani, Ali; Ksairi, Nassar; Slock, Dirk

Models, methods, and waveforms for estimation and prediction of sparse time-varying channels

IEEE Transactions on Wireless Communications, Vol. 25, 23 December 2025
Detail
ARXIV
DOI
BIBTEX

Conférence

Wiwatphonphana, Praewpiraya; Komu, Miika; Vandikas, Konstantinos; Eleftheriadis, Lackis; Gorbatov, Oleg; Tesfatsion, Selome; Cai, Xuejun.; Morabito, Roberto

Towards energy-efficient serverless clouds: A reinforcement learning-based scheduling approach

CICN 2025, 17th IEEE International Conference on Computational Intelligence and Communication Networks, 20-21 December 2025, Goa, India
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Thèse

Errea Moreno, Javier

Automated control of future transport networks aided by data analytics and machine learning methods

Thesis
Detail
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Conférence

Shokair, Ahmad; Toubal, Ayoub; Boutiba, Karim; Al-Samman, Imad; Nasser, Youssef; Knopp, Raymond; Lerosey, Geoffroy

Integration of RIS into O-RAN 5G networks and beamforming optimization via UE reporting

6GNet 2025, 4th International Conference on 6G Networking, 17-19 December 2025, Paris, France
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DOI
BIBTEX