James Won-Ki Hong

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 116

Top Venues

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)
James Won-Ki Hong, Andreas G. Veneris, Hongtaek Ju, Taeyeol Jeong, Changhoon Kang
Innovations in Blockchain for Crypto Assets and Exchanges. Int. J. Netw. Manag. 34 (4) (2024)
Sangwoo Ryu, Kyungchan Ko, Nguyen Van Tu, James Won-Ki Hong
Towards Effective Reinforcement Learning in Video Conferencing using Network Status Data and Model Analysis. NOMS (2024)
Wonseok Choi, Jongsoo Woo, James Won-Ki Hong
Fractional non-fungible tokens: Overview, evaluation, marketplaces, and challenges. Int. J. Netw. Manag. 34 (4) (2024)
Khizar Abbas, Ali Nauman, Muhammad Bilal, Jae-Hyung Yoo, James Won-Ki Hong, Wang-Cheol Song
AI-Driven Data Analytics and Intent-Based Networking for Orchestration and Control of B5G Consumer Electronics Services. IEEE Trans. Consumer Electron. 70 (1) (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)
Kyungchan Ko, Taeyeol Jeong, Jongsoo Woo, James Won-Ki Hong
Survey on blockchain-based non-fungible tokens: History, technologies, standards, and open challenges. Int. J. Netw. Manag. 34 (1) (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)
Chaehyeon Lee, Jonathan Heiss, Stefan Tai, James Won-Ki Hong
End-to-End Verifiable Decentralized Federated Learning. CoRR (2024)
Kyungchan Ko, Sangwoo Ryu, Nguyen Van Tu, James Won-Ki Hong
Optimizing Video Conferencing QoS: A DRL-based Bitrate Allocation Framework. NOMS (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)
Kyungchan Ko, Sangwoo Ryu, James Won-Ki Hong
Enhancing QoE of WebRTC-based Video Conferencing using Deep Reinforcement Learning. APNOMS (2023)
Changhoon Kang, Jongsoo Woo, James Won-Ki Hong
Analyzing the Effect of Observer Node Addition Strategy on Bitcoin Double-Spending Attack Detection Using Graph Neural Network. APNOMS (2023)
Nguyen Van Tu, Kyungchan Ko, Sangwoo Ryu, Sangtae Ha, James Won-Ki Hong
Improve Video Conferencing Quality with Deep Reinforcement Learning. NOMS (2023)
Changhoon Kang, Jongsoo Woo, James Won-Ki Hong
Bitcoin Double-Spending Attack Detection using Graph Neural Network. CoRR (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)
Won-Seok Choi, Jongsoo Woo, James Won-Ki Hong
Gas Cost Analysis of Fractional NFT on the Ethereum Blockchain. ICBC (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)
Chaehyeon Lee, Changhoon Kang, Heeju Ko, Jongsoo Woo, James Won-Ki Hong
A Comprehensive and Quantitative Evaluation Method for Blockchain Protocols. ICBC (2023)
Kyungchan Ko, Taeyeol Jeong, Jongsoo Woo, James Won-Ki Hong
Alleviating Crypto Gas War in NFT Launching. ICBC (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)
Jeong-Heon Kim, Minji Choi, Chaehyeon Lee, Jongsoo Woo, James Won-Ki Hong
Service Applicable Blockchain-based Self-Sovereign Identity Management System. ICBC (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)
Changhoon Kang, Jongsoo Woo, James Won-Ki Hong
Bitcoin Double-Spending Attack Detection using Graph Neural Network. ICBC (2023)
Guntur Dharma Putra, Changhoon Kang, Salil S. Kanhere, James Won-Ki Hong
DeTRM: Decentralised Trust and Reputation Management for Blockchain-based Supply Chains. ICBC (2022)
Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
VM Failure Prediction with Log Analysis using BERT-CNN Model. CNSM (2022)
Guntur Dharma Putra, Changhoon Kang, Salil S. Kanhere, James Won-Ki Hong
DeTRM: Decentralised Trust and Reputation Management for Blockchain-based Supply Chains. CoRR (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)
Chaehyeon Lee, Changhoon Kang, Wonseok Choi, Jehoon Lee, Myunghun Cha, Jongsoo Woo, James Won-Ki Hong
Design of Blockchain-based Travel Rule Compliance System. ICBC (2022)
Sangwoo Ryu, Kyungchan Ko, James Won-Ki Hong
Stabilizing Deep Reinforcement Learning Model Training for Video Conferencing. 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)
Chaehyeon Lee, Changhoon Kang, Wonseok Choi, Myunghun Cha, Jongsoo Woo, James Won-Ki Hong
CODE: Blockchain-based Travel Rule Compliance System. Blockchain (2022)
Chaehyeon Lee, Changhoon Kang, Wonseok Choi, Jehoon Lee, Myunghun Cha, Jongsoo Woo, James Won-Ki Hong
Design of Blockchain-based Travel Rule Compliance System. CoRR (2022)
Kyungchan Ko, Taeyeol Jeong, Jongsoo Woo, James Won-Ki Hong
An Analysis of Crypto Gas Wars in Ethereum. APNOMS (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)
Jungsu Han, Jeong-Heon Kim, Aram Youn, Jinhee Lee, Yunsuh Chun, Jongsoo Woo, James Won-Ki Hong
Cos-CBDC: Design and Implementation of CBDC on Cosmos Blockchain. APNOMS (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)
Suman Pandey, Mi-Jung Choi, Jae-Hyung Yoo, James Won-Ki Hong
Streaming Pattern Based Feature Extraction for Training Neural Network Classifier to Predict Quality of VOD services. IM (2021)
Petra Gabriela, Doyoung Lee, Nguyen Van Tu, James Won-Ki Hong
Machine Learning-Based Auto-Scaler for Video Conferencing Systems. NetSoft (2021)
Wonseok Choi, James Won-Ki Hong
Performance Evaluation of Ethereum Private and Testnet Networks Using Hyperledger Caliper. APNOMS (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)
Sangwoo Ryu, Kyungchan Ko, James Won-Ki Hong
Performance Analysis of Applying Deep Learning for Virtual Background of WebRTC-based Video Conferencing System. APNOMS (2021)
Suman Pandey, James Won-Ki Hong, Jae-Hyoung Yoo
Q-Learning based SFC deployment on Edge Computing Environment. APNOMS (2020)
Kyungchan Ko, Changhoon Kang, Youngbok Park, Jongsoo Woo, James Won-Ki Hong
Towards Blockchain-based Stainless Steel Tracking. 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)
Jungsu Han, Jongsoo Woo, James Won-Ki Hong
Oversampling Techniques for Detecting Bitcoin Illegal Transactions. APNOMS (2020)
Jiyoon Lim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
Load Balancing Algorithm with Programmable Switch. APNOMS (2020)
Chaehyeon Lee, Sajan Maharjan, Kyungchan Ko, Jongsoo Woo, James Won-Ki Hong
Machine Learning Based Bitcoin Address Classification. BlockSys (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)
Changhoon Kang, Chaehyeon Lee, Kyungchan Ko, Jongsoo Woo, James Won-Ki Hong
De-Anonymization of the Bitcoin Network Using Address Clustering. BlockSys (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)
Stanislav Lange, Heegon Kim, Seyeon Jeong, Heeyoul Choi, Jae-Hyung Yoo, James Won-Ki Hong
Machine Learning-based Prediction of VNF Deployment Decisions in Dynamic Networks. 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)
Heegon Kim, Seyeon Jeong, Doyoung Lee, Heeyoul Choi, Jae-Hyung Yoo, James Won-Ki Hong
A Deep Learning Approach to VNF Resource Prediction using Correlation between VNFs. NetSoft (2019)
Heegon Kim, Doyoung Lee, Seyeon Jeong, Heeyoul Choi, Jae-Hyung Yoo, James Won-Ki Hong
Machine Learning-Based Method for Prediction of Virtual Network Function Resource Demands. NetSoft (2019)
Stanislav Lange, Heegon Kim, Seyeon Jeong, Heeyoul Choi, Jae-Hyung Yoo, James Won-Ki Hong
Predicting VNF Deployment Decisions under Dynamically Changing Network Conditions. CNSM (2019)
Woojoong Kim, James Won-Ki Hong, Young-Joo Suh
T-DCORAL: A Threshold-Based Dynamic Controller Resource Allocation for Elastic Control Plane in Software-Defined Data Center Networks. IEEE Commun. Lett. 23 (2) (2019)
Kyungchan Ko, Taeyeol Jeong, Sajan Maharjan, Chaehyeon Lee, James Won-Ki Hong
Prediction of Bitcoin Transactions Included in the Next Block. BlockSys (2019)
Chaehyeon Lee, Sajan Maharjan, Kyungchan Ko, James Won-Ki Hong
Toward Detecting Illegal Transactions on Bitcoin Using Machine-Learning Methods. BlockSys (2019)
Chaehyeon Lee, Heegon Kim, Sajan Maharjan, Kyungchan Ko, James Won-Ki Hong
Blockchain Explorer based on RPC-based Monitoring System. IEEE ICBC (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)
Jonghwan Hyun, Nguyen Van Tu, James Won-Ki Hong
Towards knowledge-defined networking using in-band network telemetry. NOMS (2018)
Woojoong Kim, James Won-Ki Hong, Young-Joo Suh
Live distributed controller migration for software-defined data center networks. NOMS (2018)
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)
Seyeon Jeong, Doyoung Lee, Jian Li, James Won-Ki Hong
OpenFlow-based virtual TAP using open vSwitch and DPDK. NOMS (2018)
Yoonseon Han, Thomas Vachuska, Ali Al-Shabibi, Jian Li, Huibai Huang, William Snow, James Won-Ki Hong
ONVisor: Towards a scalable and flexible SDN-based network virtualization platform on ONOS. Int. J. Netw. Manag. 28 (2) (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)
Woojoong Kim, Jian Li, James Won-Ki Hong, Young-Joo Suh
HeS-CoP: Heuristic switch-controller placement scheme for distributed SDN controllers in data center networks. Int. J. Netw. Manag. 28 (3) (2018)
Junemuk Choi, Jian Li, James Won-Ki Hong
Design and Implementation of Fault-Tolerant LISP Mapping System. CFI (2018)
Kyungchan Ko, Chaehyeon Lee, Taeyeol Jeong, James Won-Ki Hong
Design of RPC-based Blockchain Monitoring Agent. ICTC (2018)
Kyungchan Ko, Dongho Son, Jonghwan Hyun, Jian Li, Yoonseon Han, James Won-Ki Hong
Dynamic failover for SDN-based virtual networks. NetSoft (2017)
Doyoung Lee, Seyeon Jeong, James Won-Ki Hong
OpenAPI-based message router for mashup service development. APNOMS (2017)
Vanesco A. J. Boehm, Jong Kim, James Won-Ki Hong
Holistic Tracking of Products on the Blockchain Using NFC and Verified Users. WISA (2017)
Doyoung Lee, Yoonseon Han, James Won-Ki Hong
Design of virtual gateway in virtual software defined networks. CNSM (2017)
Filip De Turck, Joon-Myung Kang, Hyunseung Choo, Myung-Sup Kim, Baek-Young Choi, Remi Badonnel, James Won-Ki Hong
Softwarization of networks, clouds, and internet of things. Int. J. Netw. Manag. 27 (2) (2017)
Jonghwan Hyun, James Won-Ki Hong
Knowledge-defined networking using in-band network telemetry. APNOMS (2017)
Nguyen Van Tu, Jonghwan Hyun, James Won-Ki Hong
Towards ONOS-based SDN monitoring using in-band network telemetry. APNOMS (2017)
Nguyen Van Tu, Kyungchan Ko, James Won-Ki Hong
Architecture for building hybrid kernel-user space virtual network functions. CNSM (2017)
Dongho Son, Doyoung Lee, Taeyeol Jeong, James Won-Ki Hong
A hybrid live streaming mode for a reliable service. APNOMS (2017)

James Won-Ki Hong.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

James Won-Ki Hong