Carlos Hernandez

Ico_CTTC

Packet Optical Networks and Services (PONS)

Msc , Researcher

Phone: +34 93 645 29 00

Carlos Hernández Chulde received the engineering degree in Electronic and Information Networks from the National Polytechnic School (Ecuador) in 2015. In 2017, he obtained his master’s degree in Applied Telecommunications and Engineering Management from the Polytechnic University of Catalonia (Spain). He is currently pursuing his Ph.D. degree working as research assistant in the Optical Network and Systems department of CTTC.

He worked for different companies and government institutions in Ecuador. His work experience has always been linked to ICTs. He holds some technical certifications from networking and virtualization vendors such as Cisco and VMware.

His research interests include network slicing, SDN, NFV and machine learning.

Exploiting GNN and DRL for Online Service Provisioning Over Elastic Optical Networks
Proceedings Of The 2024 International Conference On Optical Network Design And Modeling, Ondm 2024. January 2024.
Hernandez-Chulde C., Casellas R., Martinez R., Vilalta R., Munoz R.
10.23919/ONDM61578.2024.10582766 Google Scholar
Exploiting GNN and DRL for online service provisioning over Elastic Optical Networks
Proceedings Of The 2024 International Conference On Optical Network Design And Modeling, Ondm 2024. January 2024.
Hernández-Chulde, C, Casellas, R, Martínez, R, Vilalta, R, Muñoz, R
Google Scholar
Experimental Validation of an Efficient DRL-based Routing and Spectrum Assignment for Optical Network Automation
. January 2024.
Hernández-Chulde C., Casellas R., Martínez R., Vilalta R., Muñoz R.
10.1109/ICTON62926.2024.10647671 Google Scholar
Autonomous Control Operations for Energy-Efficient Packet Optical Networks
. January 2024.
Martínez R., Casellas R., Hernández-Chulde C., Vílchez F.J., Vilalta R., Muñoz R., De Dios O.G., Fernández-Palacios J.P.
10.1109/ICTON62926.2024.10648263 Google Scholar
Experimental evaluation of a latency-aware routing and spectrum assignment mechanism based on deep reinforcement learning
Journal of Optical Communications and Networking. Vol. 15. No. 11. pp. 925-937 November 2023.
Hernández-Chulde, C, Casellas, R, Martínez, R, Vilalta, R, Muñoz, R
10.1364/JOCN.499343 Google Scholar
DRL for VNF placement in Inter-Data Center Elastic Optical Networks
2023 Optical Fiber Communications Conference And Exhibition, Ofc 2023 - Proceedings. January 2023.
Hernández-Chulde C., Casellas R., Martínez R., Vilalta R., Munoz, R
10.23919/OFC49934.2023.10116520 Google Scholar
VNF Placement Over Autonomic Elastic Optical Network via Deep Reinforcement Learning
IEEE International Conference on Communications. Vol. 2023-May. pp. 422-427 January 2023.
Hernández-Chulde C., Casellas R., Martínez R., Vilalta R., Muñoz R.
10.1109/ICC45041.2023.10278838 Google Scholar
Evaluation of Deep Reinforcement Learning for Restoration in Optical Networks
2022 Optical Fiber Communications Conference And Exhibition, Ofc 2022 - Proceedings. January 2022.
Hernandez-Chulde C., Casellas R., Martinez R., Vilalta R., Munoz R.
Google Scholar
Latency-Aware Routing and Spectrum Assignment with Deep Reinforcement Learning
International Conference on the Design of Reliable Communication Networks DRCN. January 2022.
Hernandez-Chulde, C, Casellas, R, Martinez, R, Vilalta, R, Munoz, R
10.1109/DRCN53993.2022.9758014 Google Scholar
Evaluation of Deep Reinforcement Learning for Restoration in Optical Networks
Optics InfoBase Conference Papers. January 2022.
Hernández-Chulde C., Casellas R., Martínez R., Vilalta R., Muñoz R.
Google Scholar
Assessment of a Latency-aware Routing and Spectrum Assignment Mechanism Based on Deep Reinforcement Learning
2021 European Conference On Optical Communication, Ecoc 2021. January 2021.
Hernandez-Chulde C., Casellas R., Martinez R., Vilalta R., Munoz R.
10.1109/ECOC52684.2021.9605919 Google Scholar
Evaluation of Deep Reinforcement Learning for Restoration in Optical Networks
Optics InfoBase Conference Papers. January 2016.
Hernández-Chulde C., Casellas R., Martínez R., Vilalta R., Muñoz R.
Google Scholar
Antonio Román
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