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ORCIDCristina Perfecto
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- affiliation: University of the Basque Country, Bilbao, Spain
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2020 – today
- 2024
[j10]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): 94 (2024)- 2023
- [c20]Gorka Nieto, Idoia de la Iglesia, Unai Lopez-Novoa, Cristina Perfecto:
Deep Reinforcement Learning-based Task Offloading in MEC for energy and resource-constrained devices. MeditCom 2023: 127-132 - 2022
- [j9]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): 891-903 (2022) - 2021
- [c19]Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis:
V2V Cooperative Sensing using Reinforcement Learning with Action Branching. ICC 2021: 1-6 - 2020
- [j8]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): 2491-2508 (2020) - [c18]Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Cristina Perfecto, Mehdi Bennis:
Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning. ACSSC 2020: 408-412 - [i10]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 abs/2011.06356 (2020) - [i9]Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad:
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. CoRR abs/2012.03414 (2020)
2010 – 2019
- 2019
- [j7]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): 1717-1737 (2019) - [i8]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 abs/1905.05316 (2019) - 2018
- [j6]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: 693-709 (2018) - [j5]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: 18-27 (2018) - [j4]Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler:
Toward Low-Latency and Ultra-Reliable Virtual Reality. IEEE Netw. 32(2): 78-84 (2018) - [c17]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: 1-6 - [i7]Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler:
Towards Low-Latency and Ultra-Reliable Virtual Reality. CoRR abs/1801.07587 (2018) - [i6]Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler:
Edge Computing Meets Millimeter-wave Enabled VR: Paving the Way to Cutting the Cord. CoRR abs/1801.07614 (2018) - [i5]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 abs/1811.07388 (2018) - 2017
- [j3]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: 760-770 (2017) - [j2]Cristina Perfecto, Javier Del Ser, Mehdi Bennis:
Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment. IEEE J. Sel. Areas Commun. 35(9): 2148-2162 (2017) - [j1]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): 4939-4952 (2017) - [c16]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: 480-487 - [c15]Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao:
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications. EuCNC 2017: 1-6 - [c14]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: 157-167 - [c13]Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser:
Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics. ICHSA 2017: 168-178 - [c12]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: 1-8 - [c11]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: 175-184 - [i4]Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao:
Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications. CoRR abs/1704.07553 (2017) - 2016
- [c10]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: 2233-2239 - [c9]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: 235-250 - [c8]Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad:
Dynamic Proximity-Aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications. GLOBECOM Workshops 2016: 1-6 - [c7]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: 195-204 - [i3]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 abs/1605.05522 (2016) - [i2]Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad:
Dynamic Proximity-aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications. CoRR abs/1609.03717 (2016) - [i1]Cristina Perfecto, Javier Del Ser, Mehdi Bennis:
Millimeter Wave V2V Communications: Distributed Association and Beam Alignment. CoRR abs/1612.04217 (2016) - 2015
- [c6]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: 121-131 - [c5]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: 133-145 - [c4]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: 1-8 - 2011
- [c3]Luis Zabala, Armando Ferro, Cristina Perfecto, Eva Ibarrola, José Luis Jodrá:
LabQoS: A platform for network test environments. Kaleidoscope 2011: 1-8
2000 – 2009
- 2004
- [c2]Armando Ferro, Fidel Liberal, Eva Ibarrola, Alejandro Muñoz, Cristina Perfecto:
Internet Quality of Service Measurement Tool for Both Users and Providers. ICT 2004: 1195-1203 - [c1]Armando Ferro, Fidel Liberal, Alejandro Muñoz, Cristina Perfecto:
Network Traffic Sensor for Multiprocessor Architectures: Design Improvement Proposals. SAPIR 2004: 146-157
Coauthor Index
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