Trung Q. Luu

Quang-Trung Luu is a lecturer (a.k.a. assistant professor) at the School of Electrical and Electronic Engineering, Hanoi University of Science and Technology. He obtained a Ph.D from CentraleSupélec - Paris-Saclay University, France, in 2021. His thesis was also realized at Nokia Bell Labs France within the CIFRE Ph.D Fellowship program supported by the French government (ANRT). His thesis was awarded the 2022 Best PhD Dissertation Award on Distributed Systems and Networks by the French Research Community on Networks and Distributed Systems, and ACM SigOps France. Prior to joining HUST, he was a postdoctoral fellow at the University of Avignon and the French National Centre for Scientific Research (CNRS), France. His research focuses on improving resource management in next-generation communication networks (5G and beyond), leveraging mathematical optimization and artificial intelligence.

announcement

I am actively looking for highly motivated undergraduate/graduate students in the area of resource optimization for next-generation wireless networks (Open RAN, 5G/6G+) and applied AI/ML. Should you be interested in these topics, please send your CV to my email.

research interests

Applied AI/ML for 5G & beyond: resource allocation, task scheduling
Open radio access networks (Open RAN): functional splitting, network slicing, traffic steering
ML for combinatorial network optimization problems (e.g., virtual network embedding, coflow scheduling)

news

Jan 22, 2025	Paper "Robust WiFi Sensing-based Human Pose Estimation Using Denoising Autoencoder and CNN with Dynamic Subcarrier Attention" has been accepted to IEEE Internet of Things Journal
Sep 3, 2024	Paper "Admission Control and Embedding of Network Slices with Flexible VNF Order" has been accepted to CNSM 2024
Sep 2, 2024	Paper "Real-Time Pig Counting Embedded System via Video Object Detection and Tracking" has been accepted to ATC 2024
May 29, 2024	Two papers have been accepted to IEEE International Conference on Communications and Electronics (ICCE 2024)
Mar 26, 2024	Paper "Semi-distributed Coflow Scheduling in Datacenters" has been accepted to IEEE Transactions on Network and Service Management (TNSM)
Mar 20, 2024	Paper "Weighted Scheduling of Time-Sensitive Coflows" has been accepted to IEEE Transactions on Cloud Computing (TCC)
Feb 1, 2024	Our project on Open RAN has been granted by NAFOSTED
Dec 14, 2023	Kudos to my students (Do et al.) for receiving the Best Poster Award at the AINTEC 2023 conference.
Oct 6, 2023	Our project on Open RAN slicing has been granted by HUST
Aug 29, 2023	Our project on ML for typhoon formation prediction has been granted by VinIF
May 1, 2023	I joined Hanoi University of Science and Technology as a lecturer (assistant professor)
Feb 1, 2023	Honored to receive the GDR-RSD Ph.D dissertation award
Jan 31, 2023	Our patent has been granted by the US Patent Office
Apr 1, 2022	Paper "DCoflow - Deadline-Aware Scheduling Algorithm for Coflows in Datacenter Networks" has been accepted to IFIP Networking Conference 2022, Catania, Italy.
Mar 11, 2022	Paper "Admission Control and Resource Reservation for Prioritized Slice Requests with Guaranteed SLA under Uncertainties" has been accepted to IEEE Transactions on Network and Service Management (TNSM)
Feb 16, 2022	Our patent has been granted by the UK Patent Office
Jan 13, 2021	Interview with VOV
Dec 29, 2020	Paper "Uncertainty-Aware Resource Provisioning for Network Slicing" has been accepted to IEEE Transactions on Network and Service Management (TNSM)
Oct 5, 2020	Talk at ANR MAESTRO-5G meeting
May 20, 2020	Paper "A Coverage-Aware Resource Provisioning Method for Network Slicing" has been accepted to IEEE/ACM Transactions on Networking (TON)

selected publications

J3-TNSM

Admission Control and Resource Reservation for Prioritized Slice Requests with Guaranteed SLA under Uncertainties

Quang-Trung Luu, Sylvaine Kerboeuf, and Michel Kieffer

IEEE Transactions on Network and Service Management, 2022

Bib HTML PDF

@article{luu2022admission,
  title = {Admission Control and Resource Reservation for Prioritized Slice Requests with Guaranteed SLA under Uncertainties},
  author = {Luu, Quang-Trung and Kerboeuf, Sylvaine and Kieffer, Michel},
  journal = {IEEE Transactions on Network and Service Management},
  volume = {19},
  number = {3},
  pages = {3136--3153},
  year = {2022},
}

J2-TNSM

Uncertainty-Aware Resource Provisioning for Network Slicing

Quang-Trung Luu, Sylvaine Kerboeuf, and Michel Kieffer

IEEE Transactions on Network and Service Management, 2021

Bib HTML PDF

@article{luu2021uncertainty,
  title = {Uncertainty-Aware Resource Provisioning for Network Slicing},
  author = {Luu, Quang-Trung and Kerboeuf, Sylvaine and Kieffer, Michel},
  journal = {IEEE Transactions on Network and Service Management},
  volume = {18},
  number = {1},
  pages = {79--93},
  year = {2021},
}

J1-TON

A Coverage-Aware Resource Provisioning Method for Network Slicing

Quang-Trung Luu, Sylvaine Kerboeuf, Alexandre Mouradian, and Michel Kieffer

IEEE/ACM Transactions on Networking, 2020

Bib HTML PDF

@article{luu2020coverage,
  title = {A Coverage-Aware Resource Provisioning Method for Network Slicing},
  author = {Luu, Quang-Trung and Kerboeuf, Sylvaine and Mouradian, Alexandre and Kieffer, Michel},
  journal = {IEEE/ACM Transactions on Networking},
  volume = {28},
  number = {6},
  pages = {2393--2406},
  year = {2020},
  publisher = {IEEE},
}