Nguyen Van Tu

27 papers B 13C 3Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comprehensive Survey on LLM-Based Network Management and Operations.
Int. J. Netw. Manag.
Jibum Hong, Nguyen Van Tu, James Won-Ki Hong
2025 J jnl
DRAFAS: Dynamic Resource Allocation for AI-Native Services.
J. Netw. Syst. Manag.
Nguyen Van Tu, Sukhyun Nam, Lizhuang Tan, James Won-Ki Hong
2025 J jnl
Intent-Based Network Configuration Using Large Language Models.
Int. J. Netw. Manag.
Nguyen Van Tu, Sukhyun Nam, James Won-Ki Hong
2025 B conf
LLM-Based AI Agent for VNF Deployment in OpenStack Environment.
NOMS
Sukhyun Nam, Nguyen Van Tu, James Won-Ki Hong
2025 J jnl
Muno: Improved Bandwidth Estimation Scheme in Video Conferencing Using Deep Reinforcement Learning.
Int. J. Netw. Manag.
Nguyen Van Tu, Sangwoo Ryu, Kyungchan Ko, Jae-Hyoung Yoo, James Won-Ki Hong
2025 J jnl
xAI-CV: An Overview of Explainable Artificial Intelligence in Computer Vision.
CoRR
Nguyen Van Tu, Pham Nguyen Hai Long, Vo Hoai Viet
2024 B conf
Optimizing Video Conferencing QoS: A DRL-based Bitrate Allocation Framework.
NOMS
Kyungchan Ko, Sangwoo Ryu, Nguyen Van Tu, James Won-Ki Hong
2024 B conf
Towards Effective Reinforcement Learning in Video Conferencing using Network Status Data and Model Analysis.
NOMS
Sangwoo Ryu, Kyungchan Ko, Nguyen Van Tu, James Won-Ki Hong
2024 B conf
Towards Intent-based Configuration for Network Function Virtualization using In-context Learning in Large Language Models.
NOMS
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2023 B conf
Improve Video Conferencing Quality with Deep Reinforcement Learning.
NOMS
Nguyen Van Tu, Kyungchan Ko, Sangwoo Ryu, Sangtae Ha, James Won-Ki Hong
2022 J jnl
Autonomous DRL-based energy efficient VM consolidation for cloud data centers.
Phys. Commun.
Khizar Abbas, Jibum Hong, Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2022 — conf
Supervised Anomaly Detection in Crude Oil Stabilization.
PAIS@ECAI
Mattia Silvestri, Michele Lombardi, Emiliano Mucchi, Luca Cadei, Giovanna Magnago, Marco Piantanida, Valentina D'Ottavio, Nguyen Van Tu, Simona Duma, Silvia Taddei, Annagiulia Tiozzo, Andrea Corneo, Lorenzo Lancia, Laura Rocchi, Pietro Coffari di Gilferraro
2021 J jnl
A Network Intelligence Architecture for Efficient VNF Lifecycle Management.
IEEE Trans. Netw. Serv. Manag.
Stanislav Lange, Nguyen Van Tu, Seyeon Jeong, Doyoung Lee, Heegon Kim, Jibum Hong, Jae-Hyoung Yoo, James Won-Ki Hong
2021 B conf
EdgeDQN: Multiple SFC Placement in Edge Computing Environment.
CNSM
Suman Pandey, Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2021 B conf
Machine Learning-Based Auto-Scaler for Video Conferencing Systems.
NetSoft
Petra Gabriela, Doyoung Lee, Nguyen Van Tu, James Won-Ki Hong
2021 J jnl
PPTMon: Real-Time and Fine-Grained Packet Processing Time Monitoring in Virtual Network Functions.
IEEE Trans. Netw. Serv. Manag.
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2021 B conf
Proactive Live Migration for Virtual Network Functions using Machine Learning.
CNSM
Seyeon Jeong, Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2020 J jnl
Accelerating Virtual Network Functions With Fast-Slow Path Architecture Using eXpress Data Path.
IEEE Trans. Netw. Serv. Manag.
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2020 B conf
Measuring End-to-end Packet Processing Time in Service Function Chaining.
CNSM
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2020 C conf
Real-time Monitoring of Packet Processing Time for Virtual Network Functions.
APNOMS
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2019 B conf
Building Hybrid Virtual Network Functions with eXpress Data Path.
CNSM
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2019 J jnl
Real-time and fine-grained network monitoring using in-band network telemetry.
Int. J. Netw. Manag.
Jonghwan Hyun, Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2019 C conf
eVNF - Hybrid Virtual Network Functions with Linux eXpress Data Path.
APNOMS
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
2018 B conf
INTCollector: A High-performance Collector for In-band Network Telemetry.
CNSM
Nguyen Van Tu, Jonghwan Hyun, Ga Yeon Kim, Jae-Hyoung Yoo, James Won-Ki Hong
2018 B conf
Towards knowledge-defined networking using in-band network telemetry.
NOMS
Jonghwan Hyun, Nguyen Van Tu, James Won-Ki Hong
2017 B conf
Architecture for building hybrid kernel-user space virtual network functions.
CNSM
Nguyen Van Tu, Kyungchan Ko, James Won-Ki Hong
2017 C conf
Towards ONOS-based SDN monitoring using in-band network telemetry.
APNOMS
Nguyen Van Tu, Jonghwan Hyun, James Won-Ki Hong