Pham Tran Anh Quang

49 papers B 8C 4Journal 20Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks. CCNC Kamal Singh, Sami Marouani, Ahmad Al Sheikh, Pham Tran Anh Quang, Amaury Habrard
2025	—	`conf`	Digital Assistant for Online Capacity Planning. INFOCOM WKSHPS Pham Tran Anh Quang, Pierre Bauguion, Paolo Medagliani, Jérémie Leguay
2025	J	`jnl`	Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks. CoRR Kamal Singh, Sami Marouani, Ahmad Al Sheikh, Pham Tran Anh Quang, Amaury Habrard
2025	J	`jnl`	Safe load balancing in software-defined-networking. Comput. Commun. Lam Ngoc Dinh, Pham Tran Anh Quang, Jérémie Leguay
2024	B	`conf`	Dynamic QoS for High Quality SD-WAN Overlays. NOMS Pham Tran Anh Quang, Jérémie Leguay, Feng Zeng, Jianqiang Hou, Boyuan Yu, Davide Restivo
2024	J	`jnl`	Safe Load Balancing in Software-Defined-Networking. CoRR Lam Ngoc Dinh, Pham Tran Anh Quang, Jérémie Leguay
2024	B	`conf`	Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning. NOMS Lam Ngoc Dinh, Pham Tran Anh Quang, Jérémie Leguay
2024	J	`jnl`	Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning. CoRR Lam Ngoc Dinh, Pham Tran Anh Quang, Jérémie Leguay
2023	B	`conf`	AMAC: Attention-based Multi-Agent Cooperation for Smart Load Balancing. NOMS Omar Houidi, Sihem Bakri, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani
2023	B	`conf`	Global QoS Policy Optimization in SD-WAN. NetSoft Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Huiying Xu
2023	J	`jnl`	Global QoS Policy Optimization in SD-WAN. CoRR Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Huiying Xu
2023	J	`jnl`	Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents. IEEE Trans. Netw. Serv. Manag. Hassan Fawaz, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Djamal Zeghlache, Paolo Medagliani
2023	B	`conf`	Graph Convolutional Reinforcement Learning for Load Balancing and Smart Queuing. IFIP Networking Hassan Fawaz, Omar Houidi, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani
2023	—	`ed.`	Proceedings of the 2023 on Explainable and Safety Bounded, Fidelitous, Machine Learning for Networking, SAFE 2023, Paris, France, 8 December 2023 SAFE@CoNEXT Kamal Singh, Abbas Bradai, Pham Tran Anh Quang, Antonio Pescapè, Claudio Fiandrino
2022	—	`conf`	Constrained Deep Reinforcement Learning for Smart Load Balancing. CCNC Omar Houidi, Djamal Zeghlache, Victor Perrier, Pham Tran Anh Quang, Nicolas Huin, Jérémie Leguay, Paolo Medagliani
2022	J	`jnl`	Deep Reinforcement Learning for Smart Queue Management. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. Hassan Fawaz, Djamal Zeghlache, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani
2022	J	`jnl`	Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents. CoRR Hassan Fawaz, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Djamal Zeghlache, Paolo Medagliani
2022	—	`conf`	Intent-Based Routing Policy Optimization in SD-WAN. ICC Pham Tran Anh Quang, Sébastien Martin, Jérémie Leguay, Xu Gong, Huiying Xu
2022	J	`jnl`	Routing and QoS Policy Optimization in SD-WAN. CoRR Pham Tran Anh Quang, Xu Gong, Chuang Liu, Kun Li, Jérémie Leguay, Xinhui Zhang, Yong Zhang, Jiayan Li, Kai Ye
2021	—	`conf`	Constrained Policy Optimization for Load Balancing. DRCN Ahmed Yassine Kamri, Pham Tran Anh Quang, Nicolas Huin, Jérémie Leguay
2021	J	`jnl`	Deep Federated Q-Learning-Based Network Slicing for Industrial IoT. IEEE Trans. Ind. Informatics Seifeddine Messaoud, Abbas Bradai, Olfa Ben Ahmed, Pham Tran Anh Quang, Mohamed Atri, M. Shamim Hossain
2021	—	`conf`	Distributed Load Balancing From the Edge in IP Networks. ICC Youcef Magnouche, Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Feng Zeng
2021	B	`conf`	Distributed Utility Maximization From the Edge in IP Networks. IM Youcef Magnouche, Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Feng Zeng
2021	—	`conf`	Intent-based policy optimization in SD-WAN. SIGCOMM Posters and Demos Pham Tran Anh Quang, Sébastien Martin, Jérémie Leguay, Xu Gong, Feng Zeng
2020	J	`jnl`	A survey on machine learning in Internet of Things: Algorithms, strategies, and applications. Internet Things Seifeddine Messaoud, Abbas Bradai, Syed Hashim Raza Bukhari, Pham Tran Anh Quang, Olfa Ben Ahmed, Mohamed Atri
2020	—	`conf`	Evolutionary Actor-Multi-Critic Model for VNF-FG Embedding. CCNC Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2020	—	`conf`	Model predictive control for load balancing. SIGCOMM Posters and Demos Pham Tran Anh Quang, Youcef Magnouche, Jeremie Leguay, Xu Gong, Feng Zeng
2020	—	`conf`	On Using Deep Reinforcement Learning for VNF Forwarding Graphs Placement. NOF Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2020	C	`conf`	On the Use of Graph Neural Networks for Virtual Network Embedding. ISNCC Anouar Rkhami, Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts, Gerardo Rubino
2020	J	`jnl`	Virtual network function-forwarding graph embedding: A genetic algorithm approach. Int. J. Commun. Syst. Pham Tran Anh Quang, Jean-Michel Sanner, Cédric Morin, Yassine Hadjadj-Aoul
2019	J	`jnl`	A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding. IEEE Trans. Netw. Serv. Manag. Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2019	—	`conf`	Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach. INFOCOM Workshops Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Yassine Hadjadj-Aoul
2019	J	`jnl`	Single and Multi-Domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding. IEEE Trans. Netw. Serv. Manag. Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Gauthier Picard, Roberto Riggio
2018	C	`conf`	A WOWMOM Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Roberto Riggio
2018	J	`jnl`	AD Ad Hoc Networks Pham Tran Anh Quang, Kamal Deep Singh, Juan Antonio Rodríguez-Aguilar, Gauthier Picard, Kandaraj Piamrat, Jesús Cerquides, César Viho
2018	C	`conf`	Deep Reinforcement Learning Based QoS-Aware Routing in Knowledge-Defined Networking. QSHINE Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts
2018	—	`conf`	QAAV: Quality of Service-Aware Adaptive Allocation of Virtual Network Functions in Wireless Network. ICC Pham Tran Anh Quang, Kamal Deep Singh, Abbas Bradai, Abderrahim Benslimane
2017	—	`—`	Algorithms and optimization for quality of experience aware routing in wireless networks : from centralized solutions. (Algorithmes centralisés et distribués pour le routage basé sur la qualité d'expérience dans les réseaux sans-fil). Pham Tran Anh Quang
2017	J	`jnl`	Video Streaming Over Ad Hoc Networks: A QoE-Based Optimal Routing Solution. IEEE Trans. Veh. Technol. Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
2016	—	`conf`	Q-RoSA: QoE-aware routing for SVC video streaming over ad-hoc networks. CCNC Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
2016	B	`conf`	Q-SWiM: QoE-based routing algorithm for SVC video streaming over wireless mesh networks. PIMRC Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
2016	J	`jnl`	QoE-based routing algorithms for H.264/SVC video over ad-hoc networks. Wirel. Networks Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
2015	J	`jnl`	Clustering algorithm of hierarchical structures in large-scale wireless sensor and actuator networks. J. Commun. Networks Pham Tran Anh Quang, Dong-Seong Kim
2014	—	`conf`	QoE-Aware Routing for Video Streaming over VANETs. VTC Fall Pham Tran Anh Quang, Kandaraj Piamrat, César Viho
2014	B	`conf`	QoE-aware routing for video streaming over ad-hoc networks. GLOBECOM Pham Tran Anh Quang, Kandaraj Piamrat, César Viho
2014	J	`jnl`	Throughput-Aware Routing for Industrial Sensor Networks: Application to ISA100.11a. IEEE Trans. Ind. Informatics Pham Tran Anh Quang, Dong-Seong Kim
2012	C	`conf`	A throughput-aware routing for distributed industrial cognitive radio sensor networks. WFCS Pham Tran Anh Quang, Soo-Ro Kim, Dong-Sung Kim
2012	—	`conf`	An energy efficient clustering in heterogeneous wireless sensor and actuators networks. GLOBECOM Workshops Pham Tran Anh Quang, Dong-Sung Kim
2012	J	`jnl`	Enhancing Real-Time Delivery of Gradient Routing for Industrial Wireless Sensor Networks. IEEE Trans. Ind. Informatics Pham Tran Anh Quang, Dong-Sung Kim