Carlos Hernández-Chulde

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Optical Networks

Resource Planning

Function Approximation

Reinforcement Learning

Top Venues

J. Opt. Commun. Netw.

Publications

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)
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
DRL for VNF placement in Inter-Data Center Elastic Optical Networks. OFC (2023)
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
VNF Placement Over Autonomic Elastic Optical Network via Deep Reinforcement Learning. ICC (2023)
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) (2023)
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
Latency-Aware Routing and Spectrum Assignment with Deep Reinforcement Learning. DRCN (2022)
Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martínez, Ricard Vilalta, Raul Muñoz
Evaluation of Deep Reinforcement Learning for Restoration in Optical Networks. OFC (2022)
Carlos Hernández-Chulde, Ramon Casellas, R. Martínez, Ricard Vilalta, Raul Muñoz
Assessment of a Latency-aware Routing and Spectrum Assignment Mechanism Based on Deep Reinforcement Learning. ECOC (2021)
Carlos Hernández-Chulde, Cristina Cervelló-Pastor
Intelligent Optimization and Machine Learning for 5G Network Control and Management. PAAMS (Workshops) (2019)