Pham Tran Anh Quang

According to our database, Pham Tran Anh Quang authored at least 39 papers between 2012 and 2024.

Collaborative distances:

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

2024

Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning.

Lam Dinh, Pham Tran Anh Quang, Jérémie Leguay

CoRR, 2024

2023

Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents.

Hassan Fawaz, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Djamal Zeghlache, Paolo Medagliani

IEEE Trans. Netw. Serv. Manag., June, 2023

AMAC: Attention-based Multi-Agent Cooperation for Smart Load Balancing.

Omar Houidi, Sihem Bakri, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani

Proceedings of the NOMS 2023, 2023

Graph Convolutional Reinforcement Learning for Load Balancing and Smart Queuing.

Hassan Fawaz, Omar Houidi, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani

Proceedings of the IFIP Networking Conference, 2023

Global QoS Policy Optimization in SD-WAN.

Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Huiying Xu

Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

2022

Deep Reinforcement Learning for Smart Queue Management.

Hassan Fawaz, Djamal Zeghlache, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani

Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2022

Routing and QoS Policy Optimization in SD-WAN.

Pham Tran Anh Quang, Xu Gong, Chuang Liu, Kun Li, Jérémie Leguay, Xinhui Zhang, Yong Zhang, Jiayan Li, Kai Ye

CoRR, 2022

Intent-Based Routing Policy Optimization in SD-WAN.

Pham Tran Anh Quang, Sébastien Martin, Jérémie Leguay, Xu Gong, Huiying Xu

Proceedings of the IEEE International Conference on Communications, 2022

Constrained Deep Reinforcement Learning for Smart Load Balancing.

Omar Houidi, Djamal Zeghlache, Victor Perrier, Pham Tran Anh Quang, Nicolas Huin, Jérémie Leguay, Paolo Medagliani

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2021

Deep Federated Q-Learning-Based Network Slicing for Industrial IoT.

Seifeddine Messaoud, Abbas Bradai, Olfa Ben Ahmed, Pham Tran Anh Quang, Mohamed Atri, M. Shamim Hossain

IEEE Trans. Ind. Informatics, 2021

Intent-based policy optimization in SD-WAN.

Pham Tran Anh Quang, Sébastien Martin, Jérémie Leguay, Xu Gong, Feng Zeng

Proceedings of the SIGCOMM '21: ACM SIGCOMM 2021 Conference, 2021

Distributed Utility Maximization From the Edge in IP Networks.

Youcef Magnouche, Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Feng Zeng

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

Distributed Load Balancing From the Edge in IP Networks.

Youcef Magnouche, Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Feng Zeng

Proceedings of the ICC 2021, 2021

Constrained Policy Optimization for Load Balancing.

Ahmed Yassine Kamri, Pham Tran Anh Quang, Nicolas Huin, Jérémie Leguay

Proceedings of the 17th International Conference on the Design of Reliable Communication Networks, 2021

2020

A survey on machine learning in Internet of Things: Algorithms, strategies, and applications.

Seifeddine Messaoud, Abbas Bradai, Syed Hashim Raza Bukhari, Pham Tran Anh Quang, Olfa Ben Ahmed, Mohamed Atri

Internet Things, 2020

Virtual network function-forwarding graph embedding: A genetic algorithm approach.

Pham Tran Anh Quang, Jean-Michel Sanner, Cédric Morin, Yassine Hadjadj Aoul

Int. J. Commun. Syst., 2020

Model predictive control for load balancing.

Pham Tran Anh Quang, Youcef Magnouche, Jeremie Leguay, Xu Gong, Feng Zeng

Proceedings of the SIGCOMM '20: ACM SIGCOMM 2020 Conference, 2020

On Using Deep Reinforcement Learning for VNF Forwarding Graphs Placement.

Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts

Proceedings of the 11th International Conference on Network of the Future, 2020

On the Use of Graph Neural Networks for Virtual Network Embedding.

Anouar Rkhami, Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts, Gerardo Rubino

Proceedings of the 2020 International Symposium on Networks, Computers and Communications, 2020

Evolutionary Actor-Multi-Critic Model for VNF-FG Embedding.

Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts

Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

2019

Single and Multi-Domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding.

Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Gauthier Picard, Roberto Riggio

IEEE Trans. Netw. Serv. Manag., 2019

A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding.

Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts

IEEE Trans. Netw. Serv. Manag., 2019

Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach.

Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Yassine Hadjadj Aoul

Proceedings of the IEEE INFOCOM 2019, 2019

2018

AD³-GLaM: A cooperative distributed QoE-based approach for SVC video streaming over wireless mesh networks.

Pham Tran Anh Quang, Kamal Deep Singh, Juan Antonio Rodríguez-Aguilar, Gauthier Picard, Kandaraj Piamrat, Jesús Cerquides, César Viho

Ad Hoc Networks, 2018

A²VF: Adaptive Allocation for Virtual Network Functions in Wireless Access Networks.

Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Roberto Riggio

Proceedings of the 19th IEEE International Symposium on "A World of Wireless, 2018

Deep Reinforcement Learning Based QoS-Aware Routing in Knowledge-Defined Networking.

Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts

Proceedings of the Quality, Reliability, Security and Robustness in Heterogeneous Systems, 2018

QAAV: Quality of Service-Aware Adaptive Allocation of Virtual Network Functions in Wireless Network.

Pham Tran Anh Quang, Kamal Deep Singh, Abbas Bradai, Abderrahim Benslimane

Proceedings of the 2018 IEEE International Conference on Communications, 2018

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

PhD thesis, 2017

Video Streaming Over Ad Hoc Networks: A QoE-Based Optimal Routing Solution.

Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho

IEEE Trans. Veh. Technol., 2017

2016

QoE-based routing algorithms for H.264/SVC video over ad-hoc networks.

Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho

Wirel. Networks, 2016

Q-SWiM: QoE-based routing algorithm for SVC video streaming over wireless mesh networks.

Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho

Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Q-RoSA: QoE-aware routing for SVC video streaming over ad-hoc networks.

Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho

Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015

Clustering algorithm of hierarchical structures in large-scale wireless sensor and actuator networks.

Pham Tran Anh Quang, Dong-Seong Kim

J. Commun. Networks, 2015

2014

Throughput-Aware Routing for Industrial Sensor Networks: Application to ISA100.11a.

Pham Tran Anh Quang, Dong-Seong Kim

IEEE Trans. Ind. Informatics, 2014

QoE-Aware Routing for Video Streaming over VANETs.

Pham Tran Anh Quang, Kandaraj Piamrat, César Viho

Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

QoE-aware routing for video streaming over ad-hoc networks.

Pham Tran Anh Quang, Kandaraj Piamrat, César Viho

Proceedings of the IEEE Global Communications Conference, 2014

2012

Enhancing Real-Time Delivery of Gradient Routing for Industrial Wireless Sensor Networks.

Pham Tran Anh Quang, Dong-Sung Kim

IEEE Trans. Ind. Informatics, 2012

A throughput-aware routing for distributed industrial cognitive radio sensor networks.

Pham Tran Anh Quang, Soo-Ro Kim, Dong-Sung Kim

Proceedings of the 9th IEEE International Workshop on Factory Communication Systems, 2012

An energy efficient clustering in heterogeneous wireless sensor and actuators networks.

Pham Tran Anh Quang, Dong-Sung Kim

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012