Publications
[C-13] F. Famá, R. Pereira, C. Kalalas, P. Dini, L. Qendro, F. Kawsar, M. Malekzadeh, ``Contrastive Self-Supervised Learning at the Edge: An Energy Perspective," in Proc. of 2025 IEEE Annual Congress on Artificial Intelligence of Things (AIoT '25), Osaka, Japan, December 2025.
[C-12] C. Kalalas, P. Mulinka, G. Candela Belmonte, M. Fornell, M. Dalgitsis, F. Paredes Vera, J. Santaella Sánchez, C. Vicente Villares, R. Sedar, E. Datsika, A. Antonopoulos, A. Fernández Ojea, M. Payaro, ``AI-Driven Vehicle Condition Monitoring with Cell-Aware Edge Service Migration," accepted in the 2025 8th International Balkan Conference on Communications and Networking (BalkanCom '25), Piraeus, Greece, June 2025
[C-11] G. Kibalya et al., "Joint UPF and Application Placement in Multi-Slice Edge Networks: A Reinforcement Learning Strategy," 2025 IEEE Wireless Communications and Networking Conference (WCNC), Milan, Italy, pp. 1-6, March 2025.
[J-8] D. Gutierrez-Rojas, C. Kalalas, I. Christou, G. Almeida, E. Eldeeb, S. Bakri, N. Marchetti, J. M. S. Sant’Ana, O. L. Alcaraz López, H. Alves, C. Papadias, M. Haroon Tariq, and P. Nardelli, “Detection and Classification of Anomalies in WSN-enabled Cyber-physical Systems," in IEEE Sensors Journal, vol. 25, no. 4, pp. 7193-7204, February 2025
[J-7] R. Sedar, C. Kalalas, P. Dini, F. Vazquez-Gallego, J. Alonso-Zarate, L. Alonso, “Knowledge Transfer for Collaborative Misbehavior Detection in Untrusted Vehicular Environments”, IEEE Transactions on Vehicular Technology, vol. 74, no. 1, pp. 425-440, January 2025
[J-6] B. J. D. Gort, G. M. Kibalya, M. A. Serrano and A. Antonopoulos, "Forecasting Trends in Cloud-Edge Computing: Unleashing the Power of Attention Mechanisms," in IEEE Communications Magazine, vol. 63, no. 1, pp. 108-114, January 2025
[C-10] J. Gómez-Vilardebó, B. Hasırcıoğlu and D. Gündüz, "Generalized Multivariate Polynomial Codes for Distributed Matrix-Matrix Multiplication," 2024 IEEE Information Theory Workshop (ITW), Shenzhen, China, pp. 723-728, November 2024
[J-5] M. Dalgitsis, N. Cadenelli, M. A. Serrano, N. Bartzoudis, L. Alonso and A. Antonopoulos, "Cloud-Native Orchestration Framework for Network Slice Federation Across Administrative Domains in 5G/6G Mobile Networks," in IEEE Transactions on Vehicular Technology, vol. 73, no. 7, pp. 9306-9319, July 2024.
[C-9] A. Abishek, R.Vilalta, Ll. Gifre, P.Alemany, C. Manso, R. Casellas, R.Martínez, R.Muñoz, “Network Extensions to Support Robust Secured and Efficient Connectivity Services for V2X Scenario”, IEEE International Conference on Transparent Optical Communications (ICTON), Bari, Italy, July 2024.
[C-8] L. Liatsas, G. Kibalya, A. Antonopoulos, "XAI-driven Model Design for Resource Utilization Forecasting in Cloud-native 6G Networks", IEEE MeditCom, Madrid, Spain, 8-11 July 2024.
[C-7] R. Sedar, C. Kalalas, F. Vazquez-Gallego, J. Alonso-Zarate, “Deep Reinforcement Learning-Based Adversarial Defense in Vehicular Communication Systems”, IEEE International Conference on Communications (ICC) 2024, Denver, CO, USA, 9-13 June 2024.
[J-4] B. Ojaghi, M.M. Dehshibi, and A. Antonopoulos, "A supervised active learning method for identifying critical nodes in IoT networks“, the Journal of Supercomputing, Springer, April 2024.
[J-3] R. Asensio-Garriga, P. Alemany, A. Molina Zarca, R. Sedar, C. Kalalas, J. Ortiz, R. Vilalta, R. Munoz, and A. Skarmeta, “ZSM-based E2E Security Slice Management for DDoS Attack Protection in MEC-enabled V2X Environments”, in IEEE Open Journal of Vehicular Technology, vol. 5, pp. 485-495, March 2024.
[C-6] M. Dalgitsis, N. Cadenelli, M. A. Serrano, N. Bartzoudis, L. Alonso, A. Antonopoulos, "NSFaaS: Network Slice Federation as a Service in Cloud-native 5G and beyond Mobile Networks", IEEE NFV-SDN 2023, 7-9 November 2023, Dresden, Germany
[C-5] Carlos Manso, Ricard Vilalta, Lluis Gifre, Ramon Casellas, Ricardo Martínez, Raul Muñoz, “Introducing End-to-End Location Awareness in Packet-Optical Networks”, IEEE/Optica European Conference on Optical Communications, Glasgow, Scotland, October 2023.
[C-4] A. Pastore, S.H. Lim, C. Feng, B. Nazer, M. Gastpar, “Distributed Lossy Computation with Structured Codes: From Discrete to Continuous Sources”, 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023, pp. 1681-1686.
[J-2] J. Camargo, E. Coronado, W. Ramirez, D. Camps, S. Sanchez Deutsch, J. Perez-Romero, A. Antonopoulos, O. Trullols, S. Gonzalez-Diaz, B. Otura, G. Rigazzi, "Dynamic Slicing Reconfiguration for Virtualized 5G Networks Using ML Forecasting of Computing Capacity", Computer Networks, to appear, 2023.
[J-1] R. Sedar, C. Kalalas, F. Vazquez-Gallego, L. Alonso, J. Alonso-Zarate, “A Comprehensive Survey of V2X Cybersecurity Mechanisms and Future Research Paths," in IEEE Open Journal of the Communications Society, vol. 4, pp. 325-391, January 2023.
[C-3] R. Sedar, C. Kalalas, P. Dini, J. Alonso-Zarate, F. Vazquez-Gallego, “Misbehavior Detection in Vehicular Networks: An Ensemble Learning Approach", in Proc. of IEEE Global Communications Conference 2022 (IEEE Globecom ’22), Rio de Janeiro, Brazil, December 2022.
[C-2] Anton Aguilar-Rivera, Ricard Vilalta, Raúl Parada, Fermín Mira Perez, Francisco Vázquez-Gallego, “Evaluation of AI-based Smart-Sensor Deployment at the Extreme Edge of a Software-Defined Network”, 2022 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), Chandler, AZ, USA, November 2022
[C-1] A. Beattie, P. Mulinka, S. Sahoo, I. Christou, C. Kalalas, D. Gutierrez-Rojas, P. Nardelli, “A Robust and Explainable Data-Driven Anomaly Detection Approach For Power Electronics", in Proc. of IEEE International Conference on Smart Grid Communications 2022 (IEEE SmartGridComm ’22), Singapore, October 2022.
Open-source material
Monitoring framework for vehicle diagnostics [GitHub repository -regularly updated]