Cristina Perfecto

43 papers B 3C 2Misc 4Journal 22Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
On-Device Deep Reinforcement Learning for Decentralized Task Offloading Performance trade-offs in the training process.
CoRR
Gorka Nieto, Idoia de la Iglesia, Cristina Perfecto, Unai Lopez-Novoa
2025 C conf
A Study of On-Device Deep Reinforcement Learning for Task Offloading under Dynamic 5G Channel Conditions.
ETFA
Gorka Nieto, Idoia de la Iglesia, Unai Lopez-Novoa, Cristina Perfecto, Ali Balador, Mohammad Ashjaei
2025 J jnl
Comparing Control Theory and Deep Reinforcement Learning techniques for decentralized task offloading in the edge-cloud continuum.
Simul. Model. Pract. Theory
Gorka Nieto, Neco Villegas, Luis Díez, Idoia de la Iglesia, Unai Lopez-Novoa, Cristina Perfecto, Ramón Agüero
2024 J jnl
Deep Reinforcement Learning techniques for dynamic task offloading in the 5G edge-cloud continuum.
J. Cloud Comput.
Gorka Nieto, Idoia de la Iglesia, Unai Lopez-Novoa, Cristina Perfecto
2023 — conf
Deep Reinforcement Learning-based Task Offloading in MEC for energy and resource-constrained devices.
MeditCom
Gorka Nieto, Idoia de la Iglesia, Unai Lopez-Novoa, Cristina Perfecto
2022 J jnl
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning.
IEEE Trans. Commun.
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
2021 — conf
V2V Cooperative Sensing using Reinforcement Learning with Action Branching.
ICC
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis
2020 Misc conf
Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning.
ACSSC
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Cristina Perfecto, Mehdi Bennis
2020 J jnl
Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming.
CoRR
Mounssif Krouka, Anis Elgabli, Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Vaneet Aggarwal
2020 J jnl
Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework.
IEEE Trans. Commun.
Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis
2020 J jnl
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning.
CoRR
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
2019 J jnl
Wireless Edge Computing With Latency and Reliability Guarantees.
Proc. IEEE
Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis
2019 J jnl
Wireless Edge Computing with Latency and Reliability Guarantees.
CoRR
Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis
2018 J jnl
Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics.
Neurocomputing
Miren Nekane Bilbao, Javier Del Ser, Cristina Perfecto, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2018 J jnl
DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments.
Appl. Soft Comput.
Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
2018 J jnl
Edge Computing Meets Millimeter-wave Enabled VR: Paving the Way to Cutting the Cord.
CoRR
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
2018 B conf
Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord.
WCNC
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
2018 J jnl
Taming the latency in multi-user VR 360°: A QoE-aware deep learning-aided multicast framework.
CoRR
Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis
2018 J jnl
Toward Low-Latency and Ultra-Reliable Virtual Reality.
IEEE Netw.
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
2018 J jnl
Towards Low-Latency and Ultra-Reliable Virtual Reality.
CoRR
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
2017 J jnl
A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems.
Soft Comput.
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
2017 — conf
An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics.
ICHSA
Jone Consul, Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser
2017 J jnl
Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications.
CoRR
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
2017 — conf
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications.
EuCNC
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
2017 — conf
Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics.
ICHSA
Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser
2017 J jnl
Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems.
Appl. Soft Comput.
Andoni Elola, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Enrique Alexandre, Sancho Salcedo-Sanz
2017 J jnl
Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment.
IEEE J. Sel. Areas Commun.
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
2017 B conf
Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria.
CEC
Javier Del Ser, Ana I. Torre-Bastida, Ibai Lana, Miren Nekane Bilbao, Cristina Perfecto
2017 Misc conf
On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications.
ICIN
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
2017 Misc conf
Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines.
IDC
Maria Carrillo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, David Camacho
2016 J jnl
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach.
CoRR
Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf, Miren Nekane Bilbao, Mehdi Bennis
2016 B conf
Community detection in graphs based on surprise maximization using firefly heuristics.
CEC
Javier Del Ser, Jesus L. Lobo, Esther Villar-Rodriguez, Miren Nekane Bilbao, Cristina Perfecto
2016 — conf
Dynamic Proximity-Aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications.
GLOBECOM Workshops
Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad
2016 J jnl
Dynamic Proximity-aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications.
CoRR
Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad
2016 — conf
Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics.
EvoApplications (1)
Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Antonio González-Pardo, Sergio Campos-Cordobes
2016 J jnl
Millimeter Wave V2V Communications: Distributed Association and Beam Alignment.
CoRR
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
2016 Misc conf
On the Application of Bio-inspired Heuristics for Network Routing with Multiple QoS Constraints.
IDC
Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser, Xabier Landa
2015 — conf
A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off.
ICHSA
Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
2015 — conf
Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks.
ICHSA
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro, Sancho Salcedo-Sanz
2015 C conf
On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems.
INISTA
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
2011 — conf
LabQoS: A platform for network test environments.
Kaleidoscope
Luis Zabala, Armando Ferro, Cristina Perfecto, Eva Ibarrola, José Luis Jodrá
2004 — conf
Internet Quality of Service Measurement Tool for Both Users and Providers.
ICT
Armando Ferro, Fidel Liberal, Eva Ibarrola, Alejandro Muñoz, Cristina Perfecto
2004 — conf
Network Traffic Sensor for Multiprocessor Architectures: Design Improvement Proposals.
SAPIR
Armando Ferro, Fidel Liberal, Alejandro Muñoz, Cristina Perfecto