Load Balancing Algorithm with Programmable Switch. - Jiyoon Lim; Sukhyun Nam; Jae-Hyoung Yoo; James Won-Ki Hong (APNOMS, 2020)

Best nexthop Load Balancing Algorithm with Inband network telemetry. - Jiyoon Lim; Sukhyun Nam; Jae-Hyoung Yoo; James Won-Ki Hong (CNSM, 2020)

Virtual Machine Failure Prediction using Log Analysis. - Sukhyun Nam; Jibum Hong; Jae-Hyoung Yoo; James Won-Ki Hong (APNOMS, 2021)

VM Failure Prediction with Log Analysis using BERT-CNN Model. - Sukhyun Nam; Jae-Hyoung Yoo; James Won-Ki Hong (CNSM, 2022)

Log Analysis and Prediction for Anomaly Detection in Network Switches. - Sukhyun Nam; Euidong Jeong; Jibum Hong; Jae-Hyoung Yoo; James Won-Ki Hong (CNSM, 2023)

S-Witch: Switch Configuration Assistant with LLM and Prompt Engineering. - Eui-Dong Jeong; Heegon Kim; Sukhyun Nam; Jae-Hyoung Yoo; James Won-Ki Hong (NOMS, 2024)

Log-TF-IDF for Anomaly Detection in Network Switches. - Sukhyun Nam; Jae-Hyoung Yoo; James Won-Ki Hong (NOMS, 2024)

Anomaly detection based on system text logs of virtual network functions. - Daniela N. Rim; DongNyeong Heo; Chungjun Lee; Sukhyun Nam; Jae-Hyoung Yoo; James Won-Ki Hong; Heeyoul Choi (Big Data Res., 2024)

LLM-Based AI Agent for VNF Deployment in OpenStack Environment. - Sukhyun Nam; Nguyen Van Tu; James Won-Ki Hong (NOMS, 2025)

Intent-Based Network Configuration Using Large Language Models. - Nguyen Van Tu; Sukhyun Nam; James Won-Ki Hong (Int. J. Netw. Manag., 2025)

DRAFAS: Dynamic Resource Allocation for AI-Native Services. - Nguyen Van Tu; Sukhyun Nam; Lizhuang Tan; James Won-Ki Hong (J. Netw. Syst. Manag., 2025)