1 citations · 3 across the 9 of their papers we have counts for
12 papers
Securing SIM-Assisted Wireless Networks via Quantum Reinforcement Learning
Le-Hung Hoang, Quang-Trung Luu, Dinh Thai Hoang +2
Stacked intelligent metasurfaces (SIMs) have recently emerged as a powerful wave-domain technology that enables multi-stage manipulation of electromagnetic signals through multilay…
Reconstructing Pre-Satellite Tropical Cyclogenesis Climatology Using Deep Learning
Chanh Kieu, Thanh T. N. Nguyen, Duc-Trong Le +7
A reliable tropical cyclone (TC) climatology is the key to assessing historical and future changes in TC activities. While global TC records have been systematically maintained sin…
Deep Learning Reconstruction of Tropical Cyclogenesis in the Western North Pacific from Climate Reanalysis Dataset
Duc-Trong Le, Tran-Binh Dang, Anh-Duc Hoang Gia +8
This study presents a deep learning (DL) architecture based on residual convolutional neural networks (ResNet) to reconstruct the climatology of tropical cyclogenesis (TCG) in the…
Secure and Efficient UAV-Based Face Detection via Homomorphic Encryption and Edge Computing
Nguyen Van Duc, Bui Duc Manh, Quang-Trung Luu +3
This paper aims to propose a novel machine learning (ML) approach incorporating Homomorphic Encryption (HE) to address privacy limitations in Unmanned Aerial Vehicles (UAV)-based f…
Oranits: Mission Assignment and Task Offloading in Open RAN-based ITS using Metaheuristic and Deep Reinforcement Learning
Ngoc Hung Nguyen, Nguyen Van Thieu, Quang-Trung Luu +5
In this paper, we explore mission assignment and task offloading in an Open Radio Access Network (Open RAN)-based intelligent transportation system (ITS), where autonomous vehicles…
Network Slicing with Flexible VNF Order: A Branch-and-Bound Approach
Quang-Trung Luu, Minh-Thanh Nguyen, Tuan-Anh Do +4
Network slicing is a critical feature in 5G and beyond communication systems, enabling the creation of multiple virtual networks (i.e., slices) on a shared physical network infrast…
FLRNet: A Deep Learning Method for Regressive Reconstruction of Flow Field From Limited Sensor Measurements
Phong C. H. Nguyen, Joseph B. Choi, Quang-Trung Luu
Many applications in computational and experimental fluid mechanics require effective methods for reconstructing the flow fields from limited sensor data. However, this task remain…
Weighted Scheduling of Time-Sensitive Coflows
Olivier Brun, Rachid El-Azouzi, Quang-Trung Luu +3
Datacenter networks commonly facilitate the transmission of data in distributed computing frameworks through coflows, which are collections of parallel flows associated with a comm…
DCoflow: Deadline-Aware Scheduling Algorithm for Coflows in Datacenter Networks
Quang-Trung Luu, Olivier Brun, Rachid El-Azouzi +3
Datacenter networks routinely support the data transfers of distributed computing frameworks in the form of coflows, i.e., sets of concurrent flows related to a common task. The va…
Admission Control and Resource Reservation for Prioritized Slice Requests with Guaranteed SLA under Uncertainties
Quang-Trung Luu, Sylvaine Kerboeuf, Michel Kieffer
Network slicing has emerged as a key concept in 5G systems, allowing Mobile Network Operators (MNOs) to build isolated logical networks (slices) on top of shared infrastructure net…
Uncertainty-Aware Resource Provisioning for Network Slicing
Quang-Trung Luu, Sylvaine Kerboeuf, Michel Kieffer
Network slicing allows Mobile Network Operators to split the physical infrastructure into isolated virtual networks (slices), managed by Service Providers to accommodate customized…
A Coverage-Aware Resource Provisioning Method for Network Slicing
Quang-Trung Luu, Sylvaine Kerboeuf, Alexandre Mouradian +1
With network slicing in 5G networks, Mobile Network Operators can create various slices for Service Providers (SPs) to accommodate customized services. Usually, the various Service…