Hyun-Kyo Lim

Packet-based Network Traffic Classification Using Deep Learning

Hyun-Kyo Lim, Ju-Bong Kim, Joo-Seong Heo et al. · 2019 · 93 citations

Convolutional Neural Network, Network Flows, Engineering +13

Federated Reinforcement Learning for Training Control Policies on Multiple IoT Devices

Hyun-Kyo Lim, Ju-Bong Kim, Joo-Seong Heo et al. · Sensors · 2020 · 76 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Optimizing task offloading and resource allocation in edge-cloud networks: a DRL approach

Ihsan Ullah, Hyun-Kyo Lim, Yeong-Jun Seok et al. · Journal of Cloud Computing Advances Systems and Applications · 2023 · 63 citations · Full text

Payload-Based Traffic Classification Using Multi-Layer LSTM in Software Defined Networks

Hyun-Kyo Lim, Ju-Bong Kim, Kwihoon Kim et al. · Applied Sciences · 2019 · 44 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +17

Deep RNN-based network traffic classification scheme in edge computing system

Kwihoon Kim, Joo-Hyung Lee, Hyun-Kyo Lim et al. · Computer Science and Information Systems · 2021 · 31 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +17