Jae-Hyoung Yoo

92 papers B 39C 25Journal 21Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	IBN-ZTSA: AI-IBN for Zero Touch Service Automation of B5G Terrestrial and Non-Terrestrial Networks. IEEE Commun. Stand. Mag. Khizar Abbas, Yeongpil Cho, Muhammad Afaq, Ali Nauman, Jae-Hyoung Yoo, James Won-Ki Hong, Wang-Cheol Song
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
2024	J	`jnl`	AI-Driven Data Analytics and Intent-Based Networking for Orchestration and Control of B5G Consumer Electronics Services. IEEE Trans. Consumer Electron. Khizar Abbas, Ali Nauman, Muhammad Bilal, Jae-Hyoung Yoo, James Won-Ki Hong, Wang-Cheol Song
2024	B	`conf`	AI-based Network Function Virtualization Orchestration. NOMS Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong
2024	J	`jnl`	Anomaly detection based on system text logs of virtual network functions. Big Data Res. Daniela N. Rim, DongNyeong Heo, Chungjun Lee, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong, Heeyoul Choi
2024	B	`conf`	Log-TF-IDF for Anomaly Detection in Network Switches. NOMS Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
2024	B	`conf`	S-Witch: Switch Configuration Assistant with LLM and Prompt Engineering. NOMS Eui-Dong Jeong, Heegon Kim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
2024	B	`conf`	SFC Consolidation: Energy-aware SFC Management using Deep Reinforcement Learning. NOMS Eui-Dong Jeong, Jae-Hyoung Yoo, 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	J	`jnl`	Graph neural network-based virtual network function deployment optimization. Int. J. Netw. Manag. Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2023	B	`conf`	Log Analysis and Prediction for Anomaly Detection in Network Switches. CNSM Sukhyun Nam, Euidong Jeong, Jibum Hong, Jae-Hyoung Yoo, James Won-Ki Hong
2023	C	`conf`	Network Traffic Prediction and Auto-Scaling of SFC using Temporal Fusion Transformer. APNOMS Minji Choi, Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong
2023	J	`jnl`	RNN-EdgeQL: An auto-scaling and placement approach for SFC. Int. J. Netw. Manag. Suman Pandey, Minji Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2023	B	`conf`	SDN Lullaby: VM Consolidation for SDN using Transformer-Based Deep Reinforcement Learning. CNSM Eui-Dong Jeong, Jae-Hyoung Yoo, James Won-Ki Hong
2022	C	`conf`	Adaptive Ensemble Learning-based Network Resource Workload Prediction for VNF Lifecycle Management. APNOMS Khizar Abbas, Jae-Hyoung Yoo, 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	C	`conf`	Updating VNF deployment with Scaling Actions using Reinforcement Algorithms. APNOMS Namjin Seo, DongNyeong Heo, Jibum Hong, Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong, Heeyoul Choi
2022	B	`conf`	VM Failure Prediction with Log Analysis using BERT-CNN Model. CNSM Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
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	J	`jnl`	Deep Q-network-based auto scaling for service in a multi-access edge computing environment. Int. J. Netw. Manag. Doyoung Lee, Seyeon Jeong, Kyungchan Ko, 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`	GRU and EdgeQ-Learning based Traffic Prediction and Scaling of SFC. NetSoft Suman Pandey, James Won-Ki Hong, Jae-Hyoung Yoo
2021	J	`jnl`	Graph neural network-based virtual network function deployment optimization. Int. J. Netw. Manag. Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, 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
2021	B	`conf`	Reinforcement Learning based Load Balancing for Data Center Networks. NetSoft Jiyoon Lim, Jae-Hyoung Yoo, James Won-Ki Hong
2021	B	`conf`	Streaming Pattern Based Feature Extraction for Training Neural Network Classifier to Predict Quality of VOD services. IM Suman Pandey, Mi-Jung Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2021	C	`conf`	Virtual Machine Failure Prediction using Log Analysis. APNOMS Sukhyun Nam, Jibum Hong, Jae-Hyoung Yoo, James Won-Ki Hong
2020	—	`conf`	A Machine Learning based SLA-Aware VNF Anomaly Detection Method in Virtual Networks. ICTC Jibum Hong, Suhyun Park, 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`	Best nexthop Load Balancing Algorithm with Inband network telemetry. CNSM Jiyoon Lim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
2020	B	`conf`	Deep Q-Networks based Auto-scaling for Service Function Chaining. CNSM Doyoung Lee, Jae-Hyoung Yoo, James Won-Ki Hong
2020	B	`conf`	Environment Aware Adaptive Q-Learning to Deploy SFC on Edge Computing. CNSM Suman Pandey, James W. Hong, Jae-Hyoung Yoo
2020	B	`conf`	Graph Neural Network-based Virtual Network Function Deployment Prediction. CNSM Heegon Kim, Suhyun Park, DongNyeong Heo, Stanislav Lange, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2020	C	`conf`	Graph Neural Network-based Virtual Network Function Management. APNOMS Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2020	C	`conf`	Load Balancing Algorithm with Programmable Switch. APNOMS Jiyoon Lim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
2020	B	`conf`	Machine Learning based SLA-Aware VNF Anomaly Detection for Virtual Network Management. CNSM Jibum Hong, Suhyun Park, Jae-Hyoung Yoo, James Won-Ki Hong
2020	C	`conf`	Machine Learning-based Optimal VNF Deployment. APNOMS Suhyun Park, Heegon Kim, Jibum Hong, Stanislav Lange, 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`	Q-Learning based SFC deployment on Edge Computing Environment. APNOMS Suman Pandey, James Won-Ki Hong, Jae-Hyoung Yoo
2020	C	`conf`	Q-learning based Service Function Chaining using VNF Resource-aware Reward Model. APNOMS Doyoung Lee, 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`	A Deep Learning Approach to VNF Resource Prediction using Correlation between VNFs. NetSoft Heegon Kim, Seyeon Jeong, Doyoung Lee, Heeyoul Choi, 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	C	`conf`	Design and Implementation of Container-based M-CORD Monitoring System. APNOMS Jibum Hong, Woojoong Kim, Jae-Hyoung Yoo, James Won-Ki Hong
2019	B	`conf`	Design and Implementation of Virtual TAP for SDN-based OpenStack networking. IM Seyeon Jeong, Jae-Hyoung Yoo, James W. Hong
2019	C	`conf`	Machine Learning based Link State Aware Service Function Chaining. APNOMS Seyeon Jeong, Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong
2019	B	`conf`	Machine Learning-Based Method for Prediction of Virtual Network Function Resource Demands. NetSoft Heegon Kim, Doyoung Lee, Seyeon Jeong, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2019	C	`conf`	Machine Learning-based Prediction of VNF Deployment Decisions in Dynamic Networks. APNOMS Stanislav Lange, Heegon Kim, Seyeon Jeong, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2019	B	`conf`	Predicting VNF Deployment Decisions under Dynamically Changing Network Conditions. CNSM Stanislav Lange, Heegon Kim, Seyeon Jeong, Heeyoul Choi, 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`	Design and Implementation of eBPF-based Virtual TAP for Inter-VM Traffic Monitoring. CNSM Jibum Hong, Seyeon Jeong, 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
2016	B	`conf`	An intent-based network virtualization platform for SDN. CNSM Yoonseon Han, Jian Li, Doan Hoang, Jae-Hyoung Yoo, James Won-Ki Hong
2016	J	`jnl`	Dynamic control plane management for software-defined networks. Int. J. Netw. Manag. Jian Li, Jae-Hyoung Yoo, James Won-Ki Hong
2016	B	`conf`	FLAME: Flow level traffic matrix estimation using poisson shot-noise process for SDN. NetSoft Yoonseon Han, Taeyeol Jeong, Jae-Hyoung Yoo, James Won-Ki Hong
2016	C	`conf`	ICBMS SM: A Smart Mediator for mashup service development. APNOMS Doyoung Lee, Seyeon Jeong, Taeyeol Jeong, Jae-Hyoung Yoo, James Won-Ki Hong
2016	B	`conf`	Is LTE-Advanced really advanced? NOMS Jonghwan Hyun, Youngjoon Won, Eunji Kim, Jae-Hyoung Yoo, James Won-Ki Hong
2016	B	`conf`	Measurement and analysis of application-level crowd-sourced LTE and LTE-A networks. NetSoft Jonghwan Hyun, Youngjoon Won, Jae-Hyoung Yoo, James Won-Ki Hong
2015	B	`conf`	A high performance VoLTE traffic classification method using HTCondor. IM Jonghwan Hyun, Jian Li, ChaeTae Im, Jae-Hyoung Yoo, James Won-Ki Hong
2015	—	`conf`	CPMan: Adaptive control plane management for software-defined networks. NFV-SDN Jian Li, Jae-Hyoung Yoo, James Won-Ki Hong
2015	B	`conf`	Experience on the development of LISP-enabled services: An ISP perspective. NetSoft Taeyeol Jeong, Jian Li, Jonghwan Hyun, Jae-Hyoung Yoo, James Won-Ki Hong
2015	C	`conf`	IPv4 and IPv6 performance comparison in IPv6 LTE network. APNOMS Jonghwan Hyun, Jian Li, Hwankuk Kim, Jae-Hyoung Yoo, James Won-Ki Hong
2015	J	`jnl`	LISP controller: a centralized LISP management system for ISP networks. Int. J. Netw. Manag. Taeyeol Jeong, Jian Li, Jonghwan Hyun, Jae-Hyoung Yoo, James Won-Ki Hong
2015	C	`conf`	PID-based adaptive control plane management method for software-defined networks. APNOMS Jian Li, Jae-Hyoung Yoo, James Won-Ki Hong
2015	B	`conf`	Poisson shot-noise process based flow-level traffic matrix generation for data center networks. IM Yoonseon Han, Jae-Hyoung Yoo, James Won-Ki Hong
2015	B	`conf`	SAVE: Energy-aware Virtual Data Center embedding and Traffic Engineering using SDN. NetSoft Yoonseon Han, Jian Li, Jae Yoon Chung, Jae-Hyoung Yoo, James Won-Ki Hong
2014	C	`conf`	A VoLTE traffic classification method in LTE network. APNOMS Jonghwan Hyun, Jian Li, ChaeTae Im, Jae-Hyoung Yoo, James Won-Ki Hong
2014	B	`conf`	Flow-level traffic matrix generation for various data center networks. NOMS Yoonseon Han, Sin-Seok Seo, Chan Kyou Hwang, Jae-Hyoung Yoo, James Won-Ki Hong
2014	C	`conf`	Multi-objective optimization-based traffic engineering for data center networks. APNOMS Taeyeol Jeong, Sin-Seok Seo, Jae Yoon Chung, Bernard Niyonteze, Jae-Hyoung Yoo, James Won-Ki Hong
2014	B	`conf`	Scalable failover method for Data Center Networks using OpenFlow. NOMS Jian Li, Jonghwan Hyun, Jae-Hyoung Yoo, Seongbok Baik, James Won-Ki Hong
2014	C	`conf`	Software defined networking-based traffic engineering for data center networks. APNOMS Yoonseon Han, Sin-Seok Seo, Jian Li, Jonghwan Hyun, Jae-Hyoung Yoo, James Won-Ki Hong
2013	J	`jnl`	Management in the Big Data & IoT Era: A Report on APNOMS 2012. J. Netw. Syst. Manag. Hongtaek Ju, Choong Seon Hong, Makoto Takano, Jae-Hyoung Yoo, Kuang-Yao Chang, Kiyohito Yoshihara, Jeu-Yih Jeng
2011	B	`conf`	Opportunistic Fair Parallel Download Protocol. ICCCN Ju-Won Park, Chan Kyou Hwang, Jae-Hyoung Yoo, Roger P. Karrer
2011	C	`conf`	User-friendly bottleneck detection algorithm. APNOMS Ju-Won Park, Hakgyun Roh, Chan Kyou Hwang, Jae-Hyoung Yoo
2010	J	`jnl`	Service traffic management system for multiservice IP networks: lessons learned and applications. IEEE Commun. Mag. JungYul Choi, Seung-Hoon Kwak, Mi-Jeong Lim, Taeil Chae, Byoung-Kwon Shim, Jae-Hyoung Yoo
2009	C	`conf`	Experience in Developing a Prototype for WiBro Service Quality Management System. APNOMS Dae-Woo Kim, Hyun-Min Lim, Jae-Hyoung Yoo, Sang-Ha Kim
2009	C	`conf`	Volume Traffic Anomaly Detection Using Hierarchical Clustering. APNOMS Choonho Son, Seok-Hyung Cho, Jae-Hyoung Yoo
2008	—	`conf`	Analysis of Service Transaction Flow Based on User's Actions to Develop KQIs for WiBro Service. AICT Dae-Woo Kim, Hyun-Min Lim, Jae-Hyoung Yoo, Sang-Ha Kim
2008	—	`conf`	Empirical Efficiency Testing for OSS. Software Engineering Research and Practice Dae-Woo Kim, Hyun-Min Lim, Jae-Hyoung Yoo, Sang-Ha Kim
2008	J	`jnl`	Measurement of download and play and streaming IPTV traffic. IEEE Commun. Mag. Young J. Won, James Won-Ki Hong, Mi-Jung Choi, Chan Kyou Hwang, Jae-Hyoung Yoo
2008	—	`conf`	On-Line Network Reachability Analysis Using Forward Information Base Emulation. ACIS-ICIS Young Dae Kim, Chan Kyou Hwang, Jae-Hyoung Yoo
2008	—	`ch.`	Reusability Enhancement by Using Flexible Topology Architecture for Network Management System. Computer and Information Science Hee Won Lee, Chan Kyou Hwang, Jae-Hyoung Yoo, Ho-Jin Choi, Sungwon Kang, Danhyung Lee
2007	C	`conf`	A Mechanism of KEDB-Centric Fault Management to Optimize the Realization of ITIL Based ITSM. APNOMS Bom Soo Kim, Young Dae Kim, Chan Kyou Hwang, Jae-Hyoung Yoo
2006	J	`jnl`	Broadband Internet network management software platform and systems in KT. Int. J. Netw. Manag. Jae-Hyoung Yoo
2006	C	`conf`	Intelligent Home Network Service Management Platform Design Based on OSGi Framework. APNOMS Choon-Gul Park, Jae-Hyoung Yoo, Seunghak Seok, Ju-Hee Park, Hoen-In Lim
2006	J	`jnl`	Operations support systems and technologies for broadband convergence networks and services in Korea. Int. J. Netw. Manag. James Won-Ki Hong, Jae-Hyoung Yoo
2002	—	`conf`	A CORBA-Based Performance Management Framework for Multi-layer Network Environment. ICOIN (1) Daniel Won-Kyu Hong, Choong Seon Hong, Jae-Hyoung Yoo, Dong-Sik Yun, Woo-Sung Kim
2002	B	`conf`	An integrated service and network management system for point-to-multipoint reservation service in an ATM network. NOMS Daniel Won-Kyu Hong, Jae-Hyoung Yoo, Woo-Sung Kim, Choong Seon Hong
2002	J	`jnl`	Bounded Flooding Routing Algorithm for Provisioning the Globally Optimal Route in a Hierarchical ATM Network. J. Univers. Comput. Sci. Daniel Won-Kyu Hong, Choong Seon Hong, Dong-Sik Yun, Jae-Hyoung Yoo, Woo-Sung Kim
2002	B	`conf`	Distributed networking system for Internet access service. NOMS Daniel Won-Kyu Hong, Joong-Goo Song, Jae-Hyoung Yoo, Woo-Sung Kim, Choong Seon Hong