Jae-Hyoung Yoo

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 51

Top Topics

Machine Learning

Anomaly Detection

Top Venues

Int. J. Netw. Manag.

Publications

Eui-Dong Jeong, Jae-Hyoung Yoo, James Won-Ki Hong
SFC Consolidation: Energy-aware SFC Management using Deep Reinforcement Learning. NOMS (2024)
Eui-Dong Jeong, Heegon Kim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
S-Witch: Switch Configuration Assistant with LLM and Prompt Engineering. NOMS (2024)
Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
Log-TF-IDF for Anomaly Detection in Network Switches. NOMS (2024)
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
Towards Intent-based Configuration for Network Function Virtualization using In-context Learning in Large Language Models. NOMS (2024)
Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong
AI-based Network Function Virtualization Orchestration. NOMS (2024)
Daniela N. Rim, DongNyeong Heo, Chungjun Lee, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong, Heeyoul Choi
Anomaly detection based on system text logs of virtual network functions. Big Data Res. 38 (2024)
Sukhyun Nam, Euidong Jeong, Jibum Hong, Jae-Hyoung Yoo, James Won-Ki Hong
Log Analysis and Prediction for Anomaly Detection in Network Switches. CNSM (2023)
Suman Pandey, Minji Choi, Jae-Hyoung Yoo, James Won-Ki Hong
RNN-EdgeQL: An auto-scaling and placement approach for SFC. Int. J. Netw. Manag. 33 (4) (2023)
Minji Choi, Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong
Network Traffic Prediction and Auto-Scaling of SFC using Temporal Fusion Transformer. APNOMS (2023)
Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
Graph neural network-based virtual network function deployment optimization. Int. J. Netw. Manag. 33 (1) (2023)
Eui-Dong Jeong, Jae-Hyoung Yoo, James Won-Ki Hong
SDN Lullaby: VM Consolidation for SDN using Transformer-Based Deep Reinforcement Learning. CNSM (2023)
Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
VM Failure Prediction with Log Analysis using BERT-CNN Model. CNSM (2022)
Khizar Abbas, Jae-Hyoung Yoo, James Won-Ki Hong
Adaptive Ensemble Learning-based Network Resource Workload Prediction for VNF Lifecycle Management. APNOMS (2022)
Namjin Seo, DongNyeong Heo, Jibum Hong, Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong, Heeyoul Choi
Updating VNF deployment with Scaling Actions using Reinforcement Algorithms. APNOMS (2022)
Khizar Abbas, Jibum Hong, Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
Autonomous DRL-based energy efficient VM consolidation for cloud data centers. Phys. Commun. 55 (2022)
Sukhyun Nam, Jibum Hong, Jae-Hyoung Yoo, James Won-Ki Hong
Virtual Machine Failure Prediction using Log Analysis. APNOMS (2021)
Stanislav Lange, Nguyen Van Tu, Seyeon Jeong, Doyoung Lee, Heegon Kim, Jibum Hong, Jae-Hyoung Yoo, James Won-Ki Hong
A Network Intelligence Architecture for Efficient VNF Lifecycle Management. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
PPTMon: Real-Time and Fine-Grained Packet Processing Time Monitoring in Virtual Network Functions. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Suman Pandey, James Won-Ki Hong, Jae-Hyoung Yoo
GRU and EdgeQ-Learning based Traffic Prediction and Scaling of SFC. NetSoft (2021)
Seyeon Jeong, Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
Proactive Live Migration for Virtual Network Functions using Machine Learning. CNSM (2021)
Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
Graph neural network-based virtual network function deployment optimization. Int. J. Netw. Manag. 31 (6) (2021)
Doyoung Lee, Seyeon Jeong, Kyungchan Ko, Jae-Hyoung Yoo, James Won-Ki Hong
Deep Q-network-based auto scaling for service in a multi-access edge computing environment. Int. J. Netw. Manag. 31 (6) (2021)
Jiyoon Lim, Jae-Hyoung Yoo, James Won-Ki Hong
Reinforcement Learning based Load Balancing for Data Center Networks. NetSoft (2021)
Suman Pandey, Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
EdgeDQN: Multiple SFC Placement in Edge Computing Environment. CNSM (2021)
Suman Pandey, James Won-Ki Hong, Jae-Hyoung Yoo
Q-Learning based SFC deployment on Edge Computing Environment. APNOMS (2020)
Suhyun Park, Heegon Kim, Jibum Hong, Stanislav Lange, Jae-Hyoung Yoo, James Won-Ki Hong
Machine Learning-based Optimal VNF Deployment. APNOMS (2020)
Jiyoon Lim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
Load Balancing Algorithm with Programmable Switch. APNOMS (2020)
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
Measuring End-to-end Packet Processing Time in Service Function Chaining. CNSM (2020)
Doyoung Lee, Jae-Hyoung Yoo, James Won-Ki Hong
Q-learning based Service Function Chaining using VNF Resource-aware Reward Model. APNOMS (2020)
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
Real-time Monitoring of Packet Processing Time for Virtual Network Functions. APNOMS (2020)
Doyoung Lee, Jae-Hyoung Yoo, James Won-Ki Hong
Deep Q-Networks based Auto-scaling for Service Function Chaining. CNSM (2020)
Heegon Kim, Suhyun Park, DongNyeong Heo, Stanislav Lange, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
Graph Neural Network-based Virtual Network Function Deployment Prediction. CNSM (2020)
Jibum Hong, Suhyun Park, Jae-Hyoung Yoo, James Won-Ki Hong
A Machine Learning based SLA-Aware VNF Anomaly Detection Method in Virtual Networks. ICTC (2020)
Jiyoon Lim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
Best nexthop Load Balancing Algorithm with Inband network telemetry. CNSM (2020)
Jibum Hong, Suhyun Park, Jae-Hyoung Yoo, James Won-Ki Hong
Machine Learning based SLA-Aware VNF Anomaly Detection for Virtual Network Management. CNSM (2020)
Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
Graph Neural Network-based Virtual Network Function Management. APNOMS (2020)
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
Accelerating Virtual Network Functions With Fast-Slow Path Architecture Using eXpress Data Path. IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Seyeon Jeong, Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong
Machine Learning based Link State Aware Service Function Chaining. APNOMS (2019)
Jonghwan Hyun, Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
Real-time and fine-grained network monitoring using in-band network telemetry. Int. J. Netw. Manag. 29 (6) (2019)
Seyeon Jeong, Jae-Hyoung Yoo, James W. Hong
Design and Implementation of Virtual TAP for SDN-based OpenStack networking. IM (2019)
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
Building Hybrid Virtual Network Functions with eXpress Data Path. CNSM (2019)
Jibum Hong, Woojoong Kim, Jae-Hyoung Yoo, James Won-Ki Hong
Design and Implementation of Container-based M-CORD Monitoring System. APNOMS (2019)
Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong
eVNF - Hybrid Virtual Network Functions with Linux eXpress Data Path. APNOMS (2019)
Jibum Hong, Seyeon Jeong, Jae-Hyoung Yoo, James Won-Ki Hong
Design and Implementation of eBPF-based Virtual TAP for Inter-VM Traffic Monitoring. CNSM (2018)
Nguyen Van Tu, Jonghwan Hyun, Ga Yeon Kim, Jae-Hyoung Yoo, James Won-Ki Hong
INTCollector: A High-performance Collector for In-band Network Telemetry. CNSM (2018)
Jonghwan Hyun, Youngjoon Won, Eunji Kim, Jae-Hyoung Yoo, James Won-Ki Hong
Is LTE-Advanced really advanced? NOMS (2016)
Yoonseon Han, Jian Li, Doan Hoang, Jae-Hyoung Yoo, James Won-Ki Hong
An intent-based network virtualization platform for SDN. CNSM (2016)
Doyoung Lee, Seyeon Jeong, Taeyeol Jeong, Jae-Hyoung Yoo, James Won-Ki Hong
ICBMS SM: A Smart Mediator for mashup service development. APNOMS (2016)
Jonghwan Hyun, Youngjoon Won, Jae-Hyoung Yoo, James Won-Ki Hong
Measurement and analysis of application-level crowd-sourced LTE and LTE-A networks. NetSoft (2016)
Yoonseon Han, Taeyeol Jeong, Jae-Hyoung Yoo, James Won-Ki Hong
FLAME: Flow level traffic matrix estimation using poisson shot-noise process for SDN. NetSoft (2016)
Jian Li, Jae-Hyoung Yoo, James Won-Ki Hong
Dynamic control plane management for software-defined networks. Int. J. Netw. Manag. 26 (2) (2016)
Jonghwan Hyun, Jian Li, ChaeTae Im, Jae-Hyoung Yoo, James Won-Ki Hong
A high performance VoLTE traffic classification method using HTCondor. IM (2015)
Yoonseon Han, Jian Li, Jae Yoon Chung, Jae-Hyoung Yoo, James Won-Ki Hong
SAVE: Energy-aware Virtual Data Center embedding and Traffic Engineering using SDN. NetSoft (2015)
Jian Li, Jae-Hyoung Yoo, James Won-Ki Hong
CPMan: Adaptive control plane management for software-defined networks. NFV-SDN (2015)
Yoonseon Han, Jae-Hyoung Yoo, James Won-Ki Hong
Poisson shot-noise process based flow-level traffic matrix generation for data center networks. IM (2015)
Taeyeol Jeong, Jian Li, Jonghwan Hyun, Jae-Hyoung Yoo, James Won-Ki Hong
LISP controller: a centralized LISP management system for ISP networks. Int. J. Netw. Manag. 25 (6) (2015)
Taeyeol Jeong, Jian Li, Jonghwan Hyun, Jae-Hyoung Yoo, James Won-Ki Hong
Experience on the development of LISP-enabled services: An ISP perspective. NetSoft (2015)
Jian Li, Jae-Hyoung Yoo, James Won-Ki Hong
PID-based adaptive control plane management method for software-defined networks. APNOMS (2015)
Jonghwan Hyun, Jian Li, Hwankuk Kim, Jae-Hyoung Yoo, James Won-Ki Hong
IPv4 and IPv6 performance comparison in IPv6 LTE network. APNOMS (2015)
Yoonseon Han, Sin-Seok Seo, Chan Kyou Hwang, Jae-Hyoung Yoo, James Won-Ki Hong
Flow-level traffic matrix generation for various data center networks. NOMS (2014)
Yoonseon Han, Sin-Seok Seo, Jian Li, Jonghwan Hyun, Jae-Hyoung Yoo, James Won-Ki Hong
Software defined networking-based traffic engineering for data center networks. APNOMS (2014)
Taeyeol Jeong, Sin-Seok Seo, Jae Yoon Chung, Bernard Niyonteze, Jae-Hyoung Yoo, James Won-Ki Hong
Multi-objective optimization-based traffic engineering for data center networks. APNOMS (2014)
Jonghwan Hyun, Jian Li, ChaeTae Im, Jae-Hyoung Yoo, James Won-Ki Hong
A VoLTE traffic classification method in LTE network. APNOMS (2014)
Jian Li, Jonghwan Hyun, Jae-Hyoung Yoo, Seongbok Baik, James Won-Ki Hong
Scalable failover method for Data Center Networks using OpenFlow. NOMS (2014)
Hongtaek Ju, Choong Seon Hong, Makoto Takano, Jae-Hyoung Yoo, Kuang-Yao Chang, Kiyohito Yoshihara, Jeu-Yih Jeng
Management in the Big Data & IoT Era: A Report on APNOMS 2012. J. Netw. Syst. Manag. 21 (3) (2013)
Ju-Won Park, Chan Kyou Hwang, Jae-Hyoung Yoo, Roger P. Karrer
Opportunistic Fair Parallel Download Protocol. ICCCN (2011)
Ju-Won Park, Hakgyun Roh, Chan Kyou Hwang, Jae-Hyoung Yoo
User-friendly bottleneck detection algorithm. APNOMS (2011)
Jungyul Choi, Seung-Hoon Kwak, Mi-Jeong Lim, Taeil Chae, Byoung-Kwon Shim, Jae-Hyoung Yoo
Service traffic management system for multiservice IP networks: lessons learned and applications. IEEE Commun. Mag. 48 (4) (2010)
Choonho Son, Seok-Hyung Cho, Jae-Hyoung Yoo
Volume Traffic Anomaly Detection Using Hierarchical Clustering. APNOMS (2009)
Dae-Woo Kim, Hyun-Min Lim, Jae-Hyoung Yoo, Sang-Ha Kim
Experience in Developing a Prototype for WiBro Service Quality Management System. APNOMS (2009)
Young Dae Kim, Chan Kyou Hwang, Jae-Hyoung Yoo
On-Line Network Reachability Analysis Using Forward Information Base Emulation. ACIS-ICIS (2008)
Young J. Won, James Won-Ki Hong, Mi-Jung Choi, Chan Kyou Hwang, Jae-Hyoung Yoo
Measurement of download and play and streaming IPTV traffic. IEEE Commun. Mag. 46 (10) (2008)
Dae-Woo Kim, Hyun-Min Lim, Jae-Hyoung Yoo, Sang-Ha Kim
Analysis of Service Transaction Flow Based on User's Actions to Develop KQIs for WiBro Service. AICT (2008)
Dae-Woo Kim, Hyun-Min Lim, Jae-Hyoung Yoo, Sang-Ha Kim
Empirical Efficiency Testing for OSS. Software Engineering Research and Practice (2008)
Bom Soo Kim, Young Dae Kim, Chan Kyou Hwang, Jae-Hyoung Yoo
A Mechanism of KEDB-Centric Fault Management to Optimize the Realization of ITIL Based ITSM. APNOMS (2007)
Jae-Hyoung Yoo
Broadband Internet network management software platform and systems in KT. Int. J. Netw. Manag. 16 (6) (2006)
James Won-Ki Hong, Jae-Hyoung Yoo
Operations support systems and technologies for broadband convergence networks and services in Korea. Int. J. Netw. Manag. 16 (6) (2006)
Choon-Gul Park, Jae-Hyoung Yoo, Seunghak Seok, Ju-Hee Park, Hoen-In Lim
Intelligent Home Network Service Management Platform Design Based on OSGi Framework. APNOMS (2006)
Daniel Won-Kyu Hong, Jae-Hyoung Yoo, Woo-Sung Kim, Choong Seon Hong
An integrated service and network management system for point-to-multipoint reservation service in an ATM network. NOMS (2002)
Daniel Won-Kyu Hong, Joong-Goo Song, Jae-Hyoung Yoo, Woo-Sung Kim, Choong Seon Hong
Distributed networking system for Internet access service. NOMS (2002)
Daniel Won-Kyu Hong, Choong Seon Hong, Dong-Sik Yun, Jae-Hyoung Yoo, Woo-Sung Kim
Bounded Flooding Routing Algorithm for Provisioning the Globally Optimal Route in a Hierarchical ATM Network. J. Univers. Comput. Sci. 8 (7) (2002)
Daniel Won-Kyu Hong, Choong Seon Hong, Jae-Hyoung Yoo, Dong-Sik Yun, Woo-Sung Kim
A CORBA-Based Performance Management Framework for Multi-layer Network Environment. ICOIN (1) (2002)