Journals

2025

  • C. Torres-Pérez, E. Coronado, C. Cervelló-Pastor, J. Palomares, E. Carmona-Cejudo, and M.S. Siddiqui, “Minimizing active nodes in MEC environments: A distributed learning-driven framework for application placement,” Computer Networks, 2025. https://doi.org/10.1016/j.comnet.2024.111008
  • J. Palomares, E. Coronado, A. Cárdenas, G. Cebrián-Márquez, E. Carmona-Cejudo, and A. Fernández-Fernández, “Towards Field-Level Device Orchestration in Industrial MEC Deployments,” IEEE Industrial Electronics Magazine, 2025. https://doi.org/10.1109/MIE.2025.3546866
  • S. Ruiz-Villafranca, J. Roldán-Gómez, J. Carrillo-Mondéjar, J.L. Martínez, and C.H. Gañán, “WFE-Tab: Overcoming limitations of TabPFN in IIoT-MEC environments with a weighted fusion ensemble-TabPFN model for improved IDS performance,” Future Generation Computer Systems, 2025. https://doi.org/10.1016/j.future.2025.107707
  • P. Fernández-Lagos, B. Ríos, H. Kalva, G. Cebrián-Márquez, G. Vigueras, and A.J. Díaz-Honrubia, “PAVEN: A Perceptual Algorithm for Versatile video Encoding using Neural networks,” Engineering Applications of Artificial Intelligence, 2025. https://doi.org/10.1016/j.engappai.2025.111664
  • J. Palomares, E. Coronado, A. Tzenetopoulos, G. Lentaris, C. Cervelló-Pastor, and M.S. Siddiqui, “Hardware-Accelerated Edge AI Orchestration on the Multi-Tier Edge-to-Cloud Continuum,” Journal of Network and Systems Management, 2025. https://doi.org/10.1007/s10922-025-09959-4
  • L.M. García-Sáez, S. Ruiz-Villafranca, J. Roldán-Gómez, J. Carrillo-Mondéjar, and J.L. Martínez, “Poisoning-Resilient Federated Learning for MEC-IoT Environments Using Blockchain,” ACM Transactions on Internet Technology, 2025. https://doi.org/10.1145/3767740
  • J. Palomares, E. Carmona-Cejudo, C. Cervelló-Pastor, E. Coronado, H. Chergui, and M.S. Siddiqui, “Inter-AGV Scheduling and a Novel Multi-Agent Collaborative Protocol for Intra-AGV Resource Allocation in MEC-Enabled Multi-AGV Scenarios,” IEEE Open Journal of the Communications Society, 2025. https://doi.org/10.1109/OJCOMS.2025.3567585

2024

  • S. Ruiz-Villafranca, J.M.C. Gómez, and J. Roldán-Gómez, “A forensic tool for the identification, acquisition and analysis of sources of evidence in IoT investigations,” Internet of Things, 2024. https://doi.org/10.1016/j.iot.2024.101308
  • B. Gómez, S. Bayhan, E. Coronado, J. Villalón, and A. Garrido, “LESS-ON: Load-Aware Edge Server Shutdown for Energy Saving in Cellular Networks,” Elsevier Computer Networks, 2024. https://doi.org/10.1016/j.comnet.2024.110675
  • S. Ruiz-Villafranca, J. Roldán-Gómez, J.M.C. Gómez, J. Carrillo-Mondéjar, and J.L. Martínez, “A TabPFN-based intrusion detection system for the industrial internet of things,” The Journal of Supercomputing, 2024. https://doi.org/10.1007/s11227-024-06166-x
  • B. Gómez, E. Coronado, J. Villalón, and A. Garrido, “Evaluation of the IEEE 802.11aa group addressed service in VHT Wi-Fi networks,” Telecommunication Systems, 2024. https://doi.org/10.1007/s11235-024-01203-9
  • A. González-Ruiz, A.J. Díaz-Honrubia, S. Tapia-Fernández, D. García-Lucas, G. Cebrián-Márquez, and L. Mengual-Galán, “Adaptive quadtree splitting parallelization (AQSP) algorithm for the VVC standard,” The Journal of Supercomputing, 2024. https://doi.org/10.1007/s11227-024-06023-x
  • B. Gómez, E. Coronado, J. Villalón, and A. Garrido, “Energy-Focused Simulation of Edge Computing Architectures in 5G Networks,” The Journal of Supercomputing, 2024. https://doi.org/10.1007/s11227-024-05926-z
  • S. Ruiz-Villafranca, J.M.C. Gómez, J. Carrillo-Mondéjar, and J. Roldán-Gómez, “A self-contained emulator for the forensic examination of IoE scenarios,” Ad Hoc Networks, 2024. https://doi.org/10.1016/J.ADHOC.2024.103718

Conferences

2025

  • J. Palomares, E. Carmona-Cejudo, C. Cervelló-Pastor, E. Coronado, and M.S. Siddiqui, “Enhanced Multi-Task Scheduling in MEC-Enabled Industrial Systems: Integrating Deep Reinforcement Learning with Optimizer Experiences,” 2025 IEEE Wireless Communications and Networking Conference (WCNC), Milan, Italy, 2025. https://doi.org/10.1109/WCNC61545.2025.10978496
  • S. Ruiz-Villafranca, L.M. García-Sáez, J. Roldán-Gómez, J. Carrillo-Mondéjar, and J.L. Martínez, “Adaptive Weighted Ensemble Learning for Intrusion Detection in Industrial IoT and Edge Computing,” 2025 IEEE International Conference on Cyber Security and Resilience (CSR), Chania, Crete, Greece, 2025. https://doi.org/10.1109/CSR64739.2025.11130034
  • J. Palomares, E. Coronado, C. Cervelló-Pastor, and M.S. Siddiqui, “AI-Driven NFV Service Chaining Across the Edge-to-Cloud Continuum: Placement, Fairness, and Coordination,” 2025 34th International Conference on Computer Communications and Networks (ICCCN), Tokyo, Japan, 2025. https://doi.org/10.1109/ICCCN65249.2025.11133775
  • J. Palomares, C. Camerota, E. Coronado, C. Cervelló-Pastor, M.S. Siddiqui, and F. Esposito, “Taming Bandwidth Bottlenecks in Federated Learning via ECN-based Gradient Compression,” 21st International Conference on Network and Service Management (CNSM), Bologna, Italy, 2025.
  • L.M. García-Sáez, S. Ruiz-Villafranca, J. Roldán-Gómez, J. Carrillo-Mondéjar, and J.L. Martínez, “Federated Learning Under Attack: Threats, Challenges, and Defense Strategies,” 2nd International Conference of Modelling, Data Analytics and AI in Engineering (MadeAI), Porto, Portugal, 2025.

2024

  • J. Palomares, E. Coronado, E. Carmona-Cejudo, A. Cárdenas, G. Cebrián-Márquez, and A. Fernández-Fernández, “Field-Level Device Orchestration in Industrial MEC,” 2024 IEEE Conference on Standards for Communications and Networking (CSCN), Belgrade, Serbia, 2024. https://doi.org/10.1109/CSCN63874.2024.10849689
  • J. Palomares, E. Coronado, C. Cervello-Pastor, and M.S. Siddiqui, “Enabling Federation at the Edge: A Cloud-Native MEC Orchestrator for Federated MEC Systems,” 2024 IEEE EuCNC & 6G Summit 2024, Antwerp, Belgium, 2024.
  • J. Palomares, E. Coronado, C. Cervelló-Pastor, E. Carmona-Cejudo, and M.S. Siddiqui, “MEO: An Enhanced MEC Orchestrator for Federated and Distributed MEC Systems,” GLOBECOM 2024 – 2024 IEEE Global Communications Conference (GLOBECOM), Cape Town, 2024. https://doi.org/10.1109/GLOBECOM52923.2024.10901244
  • J. Kessler-Martín, P. Fernández-Lagos, D. García-Lucas, G. Cebrián-Márquez, B. Ríos, G. Vigueras, and A.J. Díaz-Honrubia, “Saliency dataset and predictive model for areas of interest in VVC perceptual coding,” 2024 IEEE International Conference on Multimedia and Expo (ICME), Niagara Falls, ON, Canada, 2024. https://doi.org/10.1109/ICME57554.2024.10687868
  • B. Gómez, S. Bayhan, E. Coronado, J. Villalón, and A. Garrido, “ODESA: Load-Dependent Edge Server Activation for Lower Energy Footprint,” 2024 IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, 2024. https://doi.org/10.1109/WCNC57260.2024.10570750

2023

  • A. González-Ruiz, A.J. Díaz-Honrubia, S. Tapia-Fernández, D. García-Lucas, G. Cebrián-Márquez, and L. Mengual-Galán, “A parallel quadtree partitioning algorithm for the VVC standard,” 23rd International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE), Rota, Cádiz, Spain, 2023. https://oa.upm.es/80568/
  • B. Gómez, S. Bayhan, E. Coronado, J. Villalón, and A. Garrido, “MintEDGE: Multi-tier sImulator for eNergy-aware sTrategies in Edge Computing,” Proceedings of the 29th Annual International Conference on Mobile Computing and Networking (ACM MobiCom), Madrid, Spain, 2023. https://doi.org/10.1145/3570361.3615727
  • C. Torres-Pérez, E. Coronado, C. Cervelló-Pastor, and M.S. Siddiqui, “Service Management in Dynamic Edge Environments,” 2023 European Conference on Parallel Processing (Euro-Par), Limassol, Cyprus, 2023. https://doi.org/10.1007/978-3-031-48803-0_38

Book Chapters

2025

  • E. Coronado, B. Gómez, and G. Cebrián-Márquez, “AI-driven network automation,” in Explainable AI for Communications and Networking, H. Chergui, M. Erol-Kantarci, and C. Verikoukis: Academic Press, 2025, pp. 1-21. https://doi.org/10.1016/B978-0-44-329135-7.00011-4