ByungKwon Choi

Ph.D. Candidate in Electrical Engineering at KAIST

profile/byungkwon-choi.jpg
Email: cbkbrad (at) kaist.ac.kr

CV Email

Research Interests

  • High-Performance Pattern Matching for Network Applications
  • Middlebox Applications that Perform Deep Packet Inspection
  • Network Function Virtualization

Projects

Developing High-Performance Network Intrusion Detection Systems (NIDS) using Many-Core Processors (Oct. 2013 ~ April. 2014)

Publications

  1. CoNEXT
    Appx: an automated app acceleration framework for low latency mobile app
    Byungkwon Choi, Jeongmin Kim, Daeyang Cho, Seongmin Kim, and Dongsu Han
    In Proceedings of the 14th International Conference on emerging Networking EXperiments and Technologies 2018
    Paper Project
  2. CoNEXT
    Enabling automatic protocol behavior analysis for android applications
    Jeongmin Kim, Hyunwoo Choi, Hun Namkung, Woohyun Choi, Byungkwon Choi, Hyunwook Hong, Yongdae Kim, Jonghyup Lee, and Dongsu Han
    In Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies 2016
    Paper
  3. NSDI
    DFC: Accelerating string pattern matching for network applications
    Byungkwon Choi, Jongwook Chae, Muhammad Jamshed, Kyoungsoo Park, and Dongsu Han
    In 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI 16) 2016
    Paper Project
  4. RAID
    Haetae: Scaling the performance of network intrusion detection with many-core processors
    Jaehyun Nam, Muhammad Jamshed, Byungkwon Choi, Dongsu Han, and KyoungSoo Park
    In International Symposium on Recent Advances in Intrusion Detection 2015
    Paper
  5. ANCS
    Scaling the performance of network intrusion detection with many-core processors
    Jaehyun Nam, Muhammad Jamshed, Byungkwon Choi, Dongsu Han, and KyoungSoo Park
    In 2015 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS) 2015
    Paper
  6. CoNEXT
    GRAF: A Graph Neural Network Based Proactive Resource Allocation Framework for SLO-Oriented Microservices
    Jinwoo Park, Byungkwon Choi, Chunghan Lee, and Dongsu Han
    In Proceedings of the 17th International Conference on Emerging Networking EXperiments and Technologies 2021
    Paper Project
  7. APNet
    PHPA: A Proactive Autoscaling Framework for Microservice Chain
    Byungkwon Choi, Jinwoo Park, Chunghan Lee, and Dongsu Han
    In 5th Asia-Pacific Workshop on Networking (APNet 2021) 2021
    Paper Project
  8. ToN
    A Secure Middlebox Framework for Enabling Visibility Over Multiple Encryption Protocols
    Juhyeng Han, Seongmin Kim, Daeyang Cho, Byungkwon Choi, Jaehyeong Ha, and Dongsu Han
    IEEE/ACM Transactions on Networking 2020
    Paper Project
  9. ToN
    Graph Neural Network-based SLO-aware Proactive Resource Autoscaling Framework for Microservices
    Jinwoo Park, Byungkwon Choi, Chunghan Lee, and Dongsu Han
    IEEE/ACM Transactions on Networking (To Appear) Aug 2024

Educations

  • M.S. Department of Electrical Engineering, KAIST (Mar. 2014 ~ Feb. 2016)
  • B.S. School of Information and Communication Engineering, Inha University (Mar. 2007 ~ Feb. 2014)