Fast and Accurate Network Traffic Analysis

Network Management Lab

Research Area

Internet Traffic Monitoring and Analysis

  • High-Speed Network Traffic Monitoring

  • Application-level Traffic

  • AnalysisAbnormal Traffic Detection and Analysis

  • P2P, Streaming media, game traffic analysis and characterization

Management of Future Internet

  1. Future Internet Service Architecture

  2. Autonomic Managmenet

  3. Policy based Network Managmement

Network and System Management

  • Service and Device Management

  • XML and Web-based Management

  • SNMP-based Network and System Management

Autonomic Network Resource Management

  • MPLS/DiffServ Traffic Engineering

  • Virtual Netowork based Core Network Resource Management

  • QoS Routing

Application level Networking

  • P2P Networking

  • Application-level Multicasting

Publication

My Publications
  1. Gyeong-Min Yu, Yoon-Seong Jang, Ju-Sung Kim, Seung-Woo Nam, Ji-Min Kim, Yang-Seo Choi, and Myung-Sup Kim , "Beyond Byte-Level Modeling: Structure-Aware and Adaptive Traffic Classification for Encrypted Networks", Electronics Vol.15, No.1828, Aug. 2026, pp. 1-22. [SCIE]

  2. Ui-Jun Baek, Yoon-Seong Jang, Ju-Sung Kim, Yang-Seo Choi and Myung-Sup Kim, "Deep Ensemble Learning for Application Traffic Classification Using Differential Model Selection Technique", Sensors Vol.26 No.9, May 2025, pp. 1-17. [SCIE]

  3. Jee-Tae Park, Yang-Seo Choi, and Myung-Sup Kim, "Multi-Level Pre-training for Encrypted Network Traffic Classification", IEEE Access Vol.13, Apr. 2025, pp.68643 - 68659. [SCIE]

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