Giang T. Nguyen

32 papers B 6C 3Misc 5Journal 7Unranked 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Differential Private Federated Learning in Geographically Distributed Public Administration Processes.
Future Internet
Mirwais Ahmadzai, Giang T. Nguyen
2024 C conf
Making Federated Learning Accessible to Scientists: The AI4EOSC Approach.
IH&MMSec
Judith Sáinz-Pardo Díaz, Andrés Heredia Canales, Ignacio Heredia Cacha, Viet D. Tran, Giang T. Nguyen, Khadijeh Alibabaei, Marta Obregón Ruiz, Susana Rebolledo Ruiz, Álvaro López García
2024 J jnl
Network security AIOps for online stream data monitoring.
Neural Comput. Appl.
Giang T. Nguyen, Stefan Dlugolinský, Viet D. Tran, Álvaro López García
2024 B conf
Optimal Differential Privacy for Deep Learning Model Training.
KES
Hlib Kokin, Oleksandr Lytvyn, Giang T. Nguyen
2024 J jnl
Secure Federated Learning for Multi-Party Network Monitoring.
IEEE Access
Oleksandr Lytvyn, Giang T. Nguyen
2023 — conf
Data Partitioning Effects in Federated Learning.
SQAMIA
Mirwais Ahmadzai, Giang T. Nguyen
2023 B conf
Efficiency and Security Trade-offs of Secure Multi-Party Computation for Machine Learning.
KES
Oleksandr Lytvyn, Giang T. Nguyen
2023 B conf
Federated Learning with Differential Privacy on Personal Opinions: A Privacy-Preserving Approach.
KES
Mirwais Ahmadzai, Giang T. Nguyen
2023 — conf
Secure Multi-Party Computation for Magnetic Resonance Imaging Classification.
ANT/EDI40
Oleksandr Lytvyn, Giang T. Nguyen
2022 J jnl
An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks.
Int. J. Comput. Intell. Syst.
Binh Minh Nguyen, Trung Tran, Thieu Nguyen, Giang T. Nguyen
2021 J jnl
A comparative study of operational engineering for environmental and compute-intensive applications.
Array
Giang T. Nguyen, Viera Sipková, Stefan Dlugolinský, Binh Minh Nguyen, Viet D. Tran, Ladislav Hluchý
2020 J jnl
A Cloud-Based Framework for Machine Learning Workloads and Applications.
IEEE Access
Álvaro López García, Viet D. Tran, Andy S. Alic, Miguel Caballer, Isabel Campos Plasencia, Alessandro Costantini, Stefan Dlugolinský, Doina Cristina Duma, Giacinto Donvito, Jorge Gomes, Ignacio Heredia Cacha, Jesús E. Marco de Lucas, Keiichi Ito, Valentin Kozlov, Giang T. Nguyen, Pablo Orviz Fernández, Zdenek Sustr, Pawel Wolniewicz, Marica Antonacci, Wolfgang zu Castell, Mário David, Marcus Hardt, Lara Lloret Iglesias, Germán Moltó, Marcin Plóciennik
2020 — conf
A New Workload Prediction Model Using Extreme Learning Machine and Enhanced Tug of War optimization.
ANT/EDI40
Thieu Nguyen, Bao Hoang, Giang T. Nguyen, Binh Minh Nguyen
2020 B conf
EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction.
KES
Thieu Nguyen, Giang T. Nguyen, Binh Minh Nguyen
2020 J jnl
Hybridization of Galactic Swarm and Evolution Whale Optimization for Global Search Problem.
IEEE Access
Binh Minh Nguyen, Trung Tran, Thieu Nguyen, Giang T. Nguyen
2020 B conf
Modeling Multi-constrained Fog-cloud Environment for Task Scheduling Problem.
NCA
Thang Nguyen, Khiem Doan, Giang T. Nguyen, Binh Minh Nguyen
2018 B conf
A Multivariate Fuzzy Time Series Resource Forecast Model for Clouds using LSTM and Data Correlation Analysis.
KES
Nhuan Tran, Thang Nguyen, Binh Minh Nguyen, Giang T. Nguyen
2018 — conf
A Resource Usage Prediction System Using Functional-Link and Genetic Algorithm Neural Network for Multivariate Cloud Metrics.
SOCA
Thieu Nguyen, Nhuan Tran, Binh Minh Nguyen, Giang T. Nguyen
2018 — conf
An Information-centric Approach for Slice Monitoring from Edge Devices to Clouds.
ANT/SEIT
Binh Minh Nguyen, Huan Phan, Duong Quang Ha, Giang T. Nguyen
2017 Misc conf
A Proactive Cloud Scaling Model Based on Fuzzy Time Series and SLA Awareness.
ICCS
Dang Tran, Nhuan Tran, Giang T. Nguyen, Binh Minh Nguyen
2002 — conf
Flood Modeling System and Its Parallelization.
PARELEC
Ladislav Hluchý, Viet D. Tran, Ján Astalos, Miroslav Dobrucký, Giang T. Nguyen, David Froehlich
2002 — conf
Integrating Fault-Tolerant Feature into TOPAS Parallel Programming Environment for Distributed Systems.
PARELEC
Giang T. Nguyen, Viet D. Tran, Margaréta Kotocová
2002 Misc conf
Parallel Flood Modeling Systems.
International Conference on Computational Science (1)
Ladislav Hluchý, Viet D. Tran, Ján Astalos, Miroslav Dobrucký, Giang T. Nguyen, David Froehlich
2002 Misc conf
TOPAS - Parallel Programming Environment for Distributed Computing.
International Conference on Computational Science (1)
Giang T. Nguyen, Viet D. Tran, Margaréta Kotocová
2001 — conf
Cluster Computation for Flood Simulations.
HPCN Europe
Ladislav Hluchý, Giang T. Nguyen, Ladislav Halada, Viet D. Tran
2001 Misc conf
DDG Task Recovery for Cluster Computing.
PPAM
Giang T. Nguyen, Ladislav Hluchý, Viet D. Tran, Margaréta Kotocová
2001 Misc conf
Parallel Numerical Solution for Flood Modeling Systems.
PPAM
Ladislav Hluchý, David Froehlich, Viet D. Tran, Ján Astalos, Miroslav Dobrucký, Giang T. Nguyen
2000 — conf
Parallel Program Model for Distributed Systems.
PVM/MPI
Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen
2000 C conf
Parallel Programming Environment for Cluster Computing.
CLUSTER
Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen
2000 C conf
Parallel programming with data driven model.
PDP
Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen
1999 — conf
Data Driven Graph: A Parallel Program Model for Scheduling.
LCPC
Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen
1999 — conf
Parallel program model and environment.
PARCO
Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen