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Conference

A Deep Learning Approach to VNF Resource Prediction using Correlation between VNFs

ETSN 2019, 2019-06-28

Conference

A Design of NFV Management System based on VNF Anomaly Detection and Failure Prediction using Machine Learning

한국통신학회, 2022-01-11

Conference

A Machine Learning-based Method for Virtual Network Function Resource Demand Prediction

ETSN 2019, 2019-06-28

Article

Accelerating Virtual Network Functions With Fast-Slow Path Architecture Using eXpress Data PathSCIESCOPUS

IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 17, no. 3, page. 1474 - 1486, 2020-06

Conference

Building Hybrid Virtual Network Functions with eXpress Data Path

CNSM 2019, 2019-10-23

Conference

CPU 자원 예측과 SFC의 VNF 그룹 별 Scaling 연구

KNOM Conference 2022, 2022-05-13

Conference

Design and Implementation of Container-based M-CORD Monitoring System

APNOMS 2019, 2019-09-19

Conference

Design and Implementation of eBPF-based Virtual TAP for Inter-VM Traffic Monitoring

HiPNet 2018, 2018-11-09

Conference

Design and Implementation of Virtual TAP for SDN-based OpenStack networking

IM 2019, 2019-04-10

Conference

End-to-end Latency Measurement in MEC Environment

JCCI 2019, 2019-05-02

Conference

eVNF - Hybrid Virtual Network Functions with Linux eXpress Data Path

APNOMS 2019, 2019-09-19

Article

INT 기반 네트워크 이상 상태 탐지 기술 연구KCI

KNOM Review, vol. 22, no. 3, page. 13 - 19, 2019-12

Conference

INTCollector: A High-performance Collector for In-band Network Telemetry

CNSM 2018, 2018-11-06

Conference

Log Analysis and Prediction for Anomaly Detection in Network Switches

19th International Conference on Network and Service Management, CNSM 2023, 2023-11-02

Conference

M-CORD 모니터링 시스템을 이용한 비정상 상태 탐지 연구

KNOM Conference 2019, 2019-05-30

Conference

Machine Learning Based Link State Aware Service Function Chaining

APNOMS 2019, 2019-09-20

Conference

Machine Learning-based Prediction of VNF Deployment Decisions in Dynamic Networks

APNOMS 2019, 2019-09-19

Article

NFV 환경에서의 Deep Q-Networks 기반 오토 스케일링 기술 연구KCI

KNOM Review, vol. 23, no. 2, page. 1 - 10, 2020-12

Conference

Predicting VNF Deployment Decisions under Dynamically Changing Network Conditions

CNSM 2019, 2019-10-23

Conference

SDN Lullaby: VM Consolidation for SDN using Transformer-Based Deep Reinforcement Learning", 19th International Conference on Network and Service Management

19th International Conference on Network and Service Management, 2023-11-02

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