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. Chang-Yui Shin, Yang-Seo Choi, and Myung-Sup Kim, "Data Augmentation-Based Enhancement for Efficient Network Traffic Classification", IEEE Access Vol.13, Jan. 2025, pp.6006-6028. [SCIE]

  2. Ui-Jun Baek, Jee-Tae Park, Yoon-Seong Jang, Ju-Sung Kim, Yang-Seo Choi and Myung-Sup Kim, "A Filter-and-Refine Approach to Lightweight Application Traffic Classification", ICT Express Vol. xx, xx. 2024, pp. xx-xx. [SCIE] [게제예정]

  3. Jee-Tae Park, Chang-Yui Shin, Ui-Jun Baek and Myung-Sup Kim, "Fast and Accurate Multi-Task Learning for Encrypted Network Traffic Classification", Applied Science Vol. 14, Apr. 2024, pp. 1-23. [SCIE]

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