Publicaciones (32) Publicaciones de Cristina Begoña Perfecto del Amo

2024

  1. Deep Reinforcement Learning techniques for dynamic task offloading in the 5G edge-cloud continuum

    Journal of Cloud Computing, Vol. 13, Núm. 1

2023

  1. Deep Reinforcement Learning-based Task Offloading in MEC for energy and resource-constrained devices

    2023 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2023

2022

  1. Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning

    IEEE Transactions on Communications, Vol. 70, Núm. 2, pp. 891-903

2021

  1. V2V Cooperative Sensing using Reinforcement Learning with Action Branching

    IEEE International Conference on Communications

2020

  1. Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning

    Conference Record - Asilomar Conference on Signals, Systems and Computers

  2. Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework

    IEEE Transactions on Communications, Vol. 68, Núm. 4, pp. 2491-2508

2019

  1. Wireless Edge Computing With Latency and Reliability Guarantees

    Proceedings of the IEEE, Vol. 107, Núm. 8, pp. 1717-1737

2018

  1. Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics

    Neurocomputing, Vol. 271, pp. 18-27

  2. DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments

    Applied Soft Computing Journal, Vol. 68, pp. 693-709

  3. Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord

    IEEE Wireless Communications and Networking Conference, WCNC

  4. Toward Low-Latency and Ultra-Reliable Virtual Reality

    IEEE Network, Vol. 32, Núm. 2, pp. 78-84

2017

  1. A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems

    Soft Computing, Vol. 21, Núm. 17, pp. 4939-4952

  2. An analysis of coalition-competition pricing strategies for multi-operator mobile traffic offloading using bi-objective heuristics

    Advances in Intelligent Systems and Computing

  3. Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications

    EuCNC 2017 - European Conference on Networks and Communications

  4. Cost-efficient selective network caching in large-area vehicular networks using multi-objective heuristics

    Advances in Intelligent Systems and Computing

  5. Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems

    Applied Soft Computing Journal, Vol. 52, pp. 760-770

  6. Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment

    IEEE Journal on Selected Areas in Communications, Vol. 35, Núm. 9, pp. 2148-2162

  7. Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria

    2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

  8. On the application of bio-inspired heuristics for network routing with multiple QoS constraints

    Studies in Computational Intelligence, Vol. 678, pp. 195-204

  9. On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications

    Proceedings of the 2017 20th Conference on Innovations in Clouds, Internet and Networks, ICIN 2017