Cristina Perfecto

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 34

Top Topics

Optimization Problems

Reinforcement Learning

Vehicular Networks

Ant Colony Optimization

Top Venues

Publications

Gorka Nieto, Idoia de la Iglesia, Unai Lopez-Novoa, Cristina Perfecto
Deep Reinforcement Learning techniques for dynamic task offloading in the 5G edge-cloud continuum. J. Cloud Comput. 13 (1) (2024)
Gorka Nieto, Idoia de la Iglesia, Unai López-Novoa, Cristina Perfecto
Deep Reinforcement Learning-based Task Offloading in MEC for energy and resource-constrained devices. MeditCom (2023)
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. IEEE Trans. Commun. 70 (2) (2022)
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis
V2V Cooperative Sensing using Reinforcement Learning with Action Branching. ICC (2021)
Mounssif Krouka, Anis Elgabli, Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Vaneet Aggarwal
Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming. CoRR (2020)
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Cristina Perfecto, Mehdi Bennis
Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning. ACSSC (2020)
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. CoRR (2020)
Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis
Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework. IEEE Trans. Commun. 68 (4) (2020)
Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis
Wireless Edge Computing with Latency and Reliability Guarantees. CoRR (2019)
Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis
Wireless Edge Computing With Latency and Reliability Guarantees. Proc. IEEE 107 (8) (2019)
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
Toward Low-Latency and Ultra-Reliable Virtual Reality. IEEE Netw. 32 (2) (2018)
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
Towards Low-Latency and Ultra-Reliable Virtual Reality. CoRR (2018)
Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments. Appl. Soft Comput. 68 (2018)
Miren Nekane Bilbao, Javier Del Ser, Cristina Perfecto, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics. Neurocomputing 271 (2018)
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
Edge Computing Meets Millimeter-wave Enabled VR: Paving the Way to Cutting the Cord. CoRR (2018)
Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis
Taming the latency in multi-user VR 360°: A QoE-aware deep learning-aided multicast framework. CoRR (2018)
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord. WCNC (2018)
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications. CoRR (2017)
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment. IEEE J. Sel. Areas Commun. 35 (9) (2017)
Andoni Elola, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Enrique Alexandre, Sancho Salcedo-Sanz
Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems. Appl. Soft Comput. 52 (2017)
Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser
Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics. ICHSA (2017)
Maria Carrillo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, David Camacho
Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines. IDC (2017)
Javier Del Ser, Ana I. Torre-Bastida, Ibai Lana, Miren Nekane Bilbao, Cristina Perfecto
Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria. CEC (2017)
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications. EuCNC (2017)
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems. Soft Comput. 21 (17) (2017)
Jone Consul, Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser
An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics. ICHSA (2017)
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications. ICIN (2017)
Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Antonio González-Pardo, Sergio Campos-Cordobes
Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics. EvoApplications (1) (2016)
Javier Del Ser, Jesus L. Lobo, Esther Villar-Rodriguez, Miren Nekane Bilbao, Cristina Perfecto
Community detection in graphs based on surprise maximization using firefly heuristics. CEC (2016)
Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad
Dynamic Proximity-aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications. CoRR (2016)
Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad
Dynamic Proximity-Aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications. GLOBECOM Workshops (2016)
Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser, Xabier Landa
On the Application of Bio-inspired Heuristics for Network Routing with Multiple QoS Constraints. IDC (2016)
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
Millimeter Wave V2V Communications: Distributed Association and Beam Alignment. CoRR (2016)
Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf, Miren Nekane Bilbao, Mehdi Bennis
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach. CoRR (2016)
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro, Sancho Salcedo-Sanz
Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks. ICHSA (2015)
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems. INISTA (2015)
Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off. ICHSA (2015)
Luis Zabala, Armando Ferro, Cristina Perfecto, Eva Ibarrola, José Luis Jodrá
LabQoS: A platform for network test environments. Kaleidoscope (2011)
Armando Ferro, Fidel Liberal, Eva Ibarrola, Alejandro Muñoz, Cristina Perfecto
Internet Quality of Service Measurement Tool for Both Users and Providers. ICT (2004)
Armando Ferro, Fidel Liberal, Alejandro Muñoz, Cristina Perfecto
Network Traffic Sensor for Multiprocessor Architectures: Design Improvement Proposals. SAPIR (2004)