Carlos Hernández-Chulde

16 papers B 1Journal 3Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep reinforcement learning for energy-efficient RMSA in IPoWDM networks with coherent ZR+ transceivers [Invited].
J. Opt. Commun. Netw.
Ricardo Martínez, Carlos Hernández-Chulde, Ramon Casellas, Ricard Vilalta, Raul Muñoz
2025 — conf
Autonomous SDN-Driven Operations in Disaggregated Open Optical Transport Network with Coherent Pluggable Transceivers: A Demonstration.
OFC
Luca Vettori, F. Javier Vilchez, Carlos Hernández-Chulde, Constantine A. Kyriakopoulos, Josep Maria Fabrega, Ramon Casellas, Ricardo Martínez
2025 — conf
Dynamic Optimization in SDN-Enabled EONs with CV-QKD coexistence.
OFC
Carlos Hernández-Chulde, M. Iqbal, Michela Svaluto Moreolo, Ricard Vilalta, Raul Muñoz, Ramon Casellas, Ricardo Martínez
2025 B conf
Experimental Validation of MLOps for Automated Service Provisioning in Optical Networks.
CNSM
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez
2025 — conf
Optimizing Energy Efficiency in Optical Transport Networks through Autonomous AI-Assisted Control Operations.
OFC
Ricardo Martínez, Carlos Hernández-Chulde, Ramon Casellas, Ricard Vilalta, Raul Muñoz
2025 J jnl
Quantum computing approach for multi-objective routing and spectrum assignment optimization.
J. Opt. Commun. Netw.
Oumayma Bouchmal, Bruno Cimoli, Ripalta Stabile, Juan Jose Vegas Olmos, Carlos Hernández-Chulde, Ricardo Martínez, Ramon Casellas, Idelfonso Tafur Monroy
2024 — conf
Autonomous Control Operations for Energy-Efficient Packet Optical Networks.
ICTON
Ricardo Martínez, Ramon Casellas, Carlos Hernández-Chulde, F. Javier Vilchez, Ricard Vilalta, Raul Muñoz, Óscar González de Dios, Juan Pedro Fernández-Palacios
2024 — conf
Experimental Validation of an Efficient DRL-based Routing and Spectrum Assignment for Optical Network Automation.
ICTON
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
2024 — conf
Exploiting GNN and DRL for Online Service Provisioning Over Elastic Optical Networks.
ONDM
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
2023 — conf
DRL for VNF placement in Inter-Data Center Elastic Optical Networks.
OFC
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
2023 J jnl
Experimental evaluation of a latency-aware routing and spectrum assignment mechanism based on deep reinforcement learning.
J. Opt. Commun. Netw.
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
2023 — conf
VNF Placement Over Autonomic Elastic Optical Network via Deep Reinforcement Learning.
ICC
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
2022 — conf
Evaluation of Deep Reinforcement Learning for Restoration in Optical Networks.
OFC
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
2022 — conf
Latency-Aware Routing and Spectrum Assignment with Deep Reinforcement Learning.
DRCN
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
2021 — conf
Assessment of a Latency-aware Routing and Spectrum Assignment Mechanism Based on Deep Reinforcement Learning.
ECOC
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
2019 — conf
Intelligent Optimization and Machine Learning for 5G Network Control and Management.
PAAMS (Workshops)
Carlos Hernández-Chulde, Cristina Cervelló-Pastor