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ORCIDCarlos Hernández-Chulde
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2020 – today
- 2024
[c9]Ricardo Martínez, Ramon Casellas, Carlos Hernández-Chulde, F. Javier Vilchez, Ricard Vilalta, Raul Muñoz, Óscar González de Dios, Juan Pedro Fernández-Palacios:
Autonomous Control Operations for Energy-Efficient Packet Optical Networks. ICTON 2024: 1-4- [c8]Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz:
Experimental Validation of an Efficient DRL-based Routing and Spectrum Assignment for Optical Network Automation. ICTON 2024: 1-4 - [c7]Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz:
Exploiting GNN and DRL for Online Service Provisioning Over Elastic Optical Networks. ONDM 2024: 1-3 - 2023
- [j1]Carlos Hernández-Chulde
, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz:
Experimental evaluation of a latency-aware routing and spectrum assignment mechanism based on deep reinforcement learning. J. Opt. Commun. Netw. 15(11): 925-937 (2023) - [c6]Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz:
VNF Placement Over Autonomic Elastic Optical Network via Deep Reinforcement Learning. ICC 2023: 422-427 - [c5]Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz:
DRL for VNF placement in Inter-Data Center Elastic Optical Networks. OFC 2023: 1-3 - 2022
- [c4]Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz:
Latency-Aware Routing and Spectrum Assignment with Deep Reinforcement Learning. DRCN 2022: 1-4 - [c3]Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz:
Evaluation of Deep Reinforcement Learning for Restoration in Optical Networks. OFC 2022: 1-3 - 2021
- [c2]Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz:
Assessment of a Latency-aware Routing and Spectrum Assignment Mechanism Based on Deep Reinforcement Learning. ECOC 2021: 1-4
2010 – 2019
- 2019
- [c1]Carlos Hernández-Chulde, Cristina Cervelló-Pastor:
Intelligent Optimization and Machine Learning for 5G Network Control and Management. PAAMS (Workshops) 2019: 339-342
Coauthor Index
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