Carlos Hernández-Chulde

According to our database, Carlos Hernández-Chulde authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Exploiting GNN and DRL for Online Service Provisioning Over Elastic Optical Networks.

Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz

Proceedings of the International Conference on Optical Network Design and Modeling, 2024

Experimental Validation of an Efficient DRL-based Routing and Spectrum Assignment for Optical Network Automation.

Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Autonomous Control Operations for Energy-Efficient Packet Optical Networks.

Ricardo Martínez, Ramon Casellas, Carlos Hernández-Chulde, F. Javier Vilchez, Ricard Vilalta, Raul Muñoz, Óscar González de Dios, Juan Pedro Fernández-Palacios

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

2023

Experimental evaluation of a latency-aware routing and spectrum assignment mechanism based on deep reinforcement learning.

Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz

J. Opt. Commun. Netw., November, 2023

DRL for VNF placement in Inter-Data Center Elastic Optical Networks.

Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

VNF Placement Over Autonomic Elastic Optical Network via Deep Reinforcement Learning.

Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz

Proceedings of the IEEE International Conference on Communications, 2023

2022

Evaluation of Deep Reinforcement Learning for Restoration in Optical Networks.

Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Latency-Aware Routing and Spectrum Assignment with Deep Reinforcement Learning.

Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz

Proceedings of the 18th International Conference on the Design of Reliable Communication Networks, 2022

2021

Assessment of a Latency-aware Routing and Spectrum Assignment Mechanism Based on Deep Reinforcement Learning.

Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz

Proceedings of the European Conference on Optical Communication, 2021

2019

Intelligent Optimization and Machine Learning for 5G Network Control and Management.

Carlos Hernández-Chulde, Cristina Cervelló-Pastor

Proceedings of the Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection, 2019