Huy Duong

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Publications

Cahiers du GERAD

Articles

Aug 2024

5G Service Function Chain Provisioning: A Deep Reinforcement Learning-Based Framework

Thinh Duy Tran, Brigitte Jaumard, Huy Duong, and Kim Khoa Nguyen

To appear in: IEEE Transactions on Network and Service Management, 2024 BibTeX reference

Sep 2023

A Nested Decomposition Model for Reliable NFV 5G Network Slicing

Brigitte Jaumard and Huy Duong

IEEE Transactions on Network and Service Management, 20(3), 2186–2200, 2023 BibTeX reference

Sep 2022

Addressing RouteNet scalability through input and output design

Junior Momo Ziazet, Charles Boudreau, Brigitte Jaumard, and Huy Duong

ITU Journal on Future and Evolving Technologies, 3(2), 224–234, 2022 BibTeX reference

Oct 2021

Efficient Make-Before-Break Layer 2 Reoptimization

Huy Duong, Brigitte Jaumard, David Coudert, and R. Armolavicius

IEEE/ACM Transactions on Networking, 29(5), 1910–1921, 2021 BibTeX reference

Mar 2019

Efficient real-time scalable make-before-break network re-routing

Brigitte Jaumard, Huy Duong, R. Armolavicius, Todd Morris, and Petar Djukic

IEEE/OSA Journal of Optical Communications and Networking, 11(3), 53–66, 2019 BibTeX reference

Proceedings

Nov 2023

Fully Distributed Multi-Agent RL Framework for QoS Routing

Huy Duong, Emil Janulewicz, Brigitte Jaumard, Abdelhak Bentaleb, and Sergio Slobodrian

2023 IEEE Future Networks World Forum (FNWF), Baltimore, MD, USA, 1–8, 2023 BibTeX reference

Jul 2022

A Dynamic Traffic Generator for Elastic 5G Network Slicing

Junior Momo Ziazet, Brigitte Jaumard, Huy Duong, Pooya Khoshabi, and Emil Janulewicz

2022 IEEE International Symposium on Measurements & Networking (M&N), Padua, Italy, 2022 BibTeX reference

May 2022

A Column Generation Algorithm for Dedicated-Protection O-RAN VNF Deployment

Huy Duong, Ibrahim Tamim, Brigitte Jaumard, and Abdallah Shami

2022 International Wireless Communications and Mobile Computing (IWCMC), Dubrovnik, Croatia, 2022 BibTeX reference

Oct 2021

Joint Service Function Chain Embedding and Routing in Cloud-based NFV: A Deep Q-Learning Based Approach

Thinh Duy Tran, Brigitte Jaumard, Huy Duong, and Kim Khoa Nguyen

2021 IEEE 4th 5G World Forum (5GWF), 171–175, 2021 BibTeX reference

Jun 2021

Minimum Disturbance Rerouting to Optimize Bandwidth Usage

Huy Duong, Brigitte Jaumard, and David Coudert

2021 International Conference on Optical Network Design and Modeling (ONDM), Gothenburg, Sweden, 2021 BibTeX reference

Jun 2019

A nested decomposition model for reliable NFV 5G network slicing

Huy Duong and Brigitte Jaumard

International Network Optimization Conference (INOC), Avignon, France, 107–112, 2019 BibTeX reference

Jun 2018

Modèle d'optimisation pour la défragmentation de la capacité

Huy Duong, Brigitte Jaumard, David Coudert, and R. Armolavicius

20e Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (Algotel), Roscoff, France, 2018 BibTeX reference

Jun 2018

Efficient make before break capacity defragmentation

Huy Duong, Brigitte Jaumard, David Coudert, and R. Armolavicius

IEEE International Conference on High Performance Switching and Routing, Romania, 6 pages, 2018 BibTeX reference