A network intelligence architecture for efficient vnf lifecycle management S Lange, N Van Tu, SY Jeong, DY Lee, HG Kim, J Hong, JH Yoo, ... IEEE Transactions on Network and Service Management 18 (2), 1476-1490, 2020 | 26 | 2020 |
Design and implementation of eBPF-based virtual TAP for inter-VM traffic monitoring J Hong, S Jeong, JH Yoo, JWK Hong 2018 14th international conference on network and service management (CNSM …, 2018 | 21 | 2018 |
Machine learning based sla-aware vnf anomaly detection for virtual network management J Hong, S Park, JH Yoo, JWK Hong 2020 16th International Conference on Network and Service Management (CNSM), 1-7, 2020 | 17 | 2020 |
Machine learning-based optimal vnf deployment S Park, HG Kim, J Hong, S Lange, JH Yoo, JWK Hong 2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS …, 2020 | 16 | 2020 |
Sequential deep learning architectures for anomaly detection in virtual network function chains C Lee, J Hong, DN Heo, H Choi 2021 International Conference on Information and Communication Technology …, 2021 | 7 | 2021 |
Virtual machine failure prediction using log analysis S Nam, J Hong, JH Yoo, JWK Hong 2021 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS …, 2021 | 6 | 2021 |
A Machine Learning based SLA-Aware VNF Anomaly Detection Method in Virtual Networks J Hong, S Park, JH Yoo, JWK Hong 2020 International Conference on Information and Communication Technology …, 2020 | 3 | 2020 |
Design and implementation of container-based M-CORD monitoring system J Hong, W Kim, JH Yoo, JWK Hong 2019 20th Asia-Pacific Network Operations and Management Symposium (APNOMS), 1-4, 2019 | 3 | 2019 |
Autonomous DRL-based energy efficient VM consolidation for cloud data centers K Abbas, J Hong, N Van Tu, JH Yoo, JWK Hong Physical Communication 55, 101925, 2022 | 2 | 2022 |
Machine learning-based vnf anomaly detection system and method for virtual network management WK Hong, JH Yoo, JB Hong, SH Park US Patent App. 17/480,070, 2022 | 1 | 2022 |
기계학습 기반 VNF 최적 배치 예측 기술연구 박수현, 김희곤, 홍지범, 유재형, 홍원기 KNOM Review 23 (1), 34-42, 2020 | 1 | 2020 |
A machine learning based anomaly detection method for NFV management J Hong MS thesis, Dept. Comput. Sci. Eng., Pohang Univ. Sci. Technol., Pohang …, 2019 | 1 | 2019 |
가상 네트워크 트래픽 모니터링을 위한 eBPF 기반 Virtual TAP 설계 및 구현 홍지범, 정세연, 유재형, 홍원기 KNOM Review 21 (2), 2007-2011, 2018 | 1 | 2018 |
Log Analysis and Prediction for Anomaly Detection in Network Switches S Nam, E Jeong, J Hong, JH Yoo, JWK Hong 2023 19th International Conference on Network and Service Management (CNSM), 1-7, 2023 | | 2023 |
Updating VNF deployment with Scaling Actions using Reinforcement Algorithms N Seo, DN Heo, J Hong, HG Kim, JH Yoo, JWK Hong, H Choi 2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS), 1-4, 2022 | | 2022 |
VNF 최적 배치를 위한 기계학습 모델 연구 박수현, 김희곤, 홍지범, 유재형, 홍원기 한국통신학회 학술대회논문집, 237-238, 2020 | | 2020 |
머신러닝 기반의 VNF Live Migration 기술 연구 홍지범, 이도영, 최준묵, 유재형, 홍원기 | | |
기계학습 기반의 VNF 최적 배치 모델에 관한 연구 박수현, 홍지범, 유재형, 홍원기 | | |
서버 가상화 환경에서 트래픽 모니터링을 위한 정세연, 이홍지범, 홍원기 | | |
NFV 관리를 위한 VNF 이상 탐지 시스템에 대한 연구 홍지범, 박수현, 유재형, 홍원기 | | |