Packet-based network traffic classification using deep learning HK Lim, JB Kim, JS Heo, K Kim, YG Hong, YH Han 2019 International Conference on Artificial Intelligence in Information and …, 2019 | 107 | 2019 |
Federated reinforcement learning for training control policies on multiple IoT devices HK Lim, JB Kim, JS Heo, YH Han Sensors 20 (5), 1359, 2020 | 64 | 2020 |
Payload-based traffic classification using multi-layer lstm in software defined networks HK Lim, JB Kim, K Kim, YG Hong, YH Han Applied Sciences 9 (12), 2550, 2019 | 52 | 2019 |
Imitation reinforcement learning-based remote rotary inverted pendulum control in openflow network JB Kim, HK Lim, CM Kim, MS Kim, YG Hong, YH Han IEEE Access 7, 36682-36690, 2019 | 31 | 2019 |
Federated reinforcement learning for controlling multiple rotary inverted pendulums in edge computing environments HK Lim, JB Kim, CM Kim, GY Hwang, H Choi, YH Han 2020 International Conference on Artificial Intelligence in Information and …, 2020 | 26 | 2020 |
A SDN-based distributed mobility management in LTE/EPC network Y Kim, H Lim, K Kim, YH Han The Journal of Supercomputing 73, 2919-2933, 2017 | 21 | 2017 |
Deep RNN-based network traffic classification scheme in edge computing system K Kim, JH Lee, HK Lim, SW Oh, YH Han Computer Science and Information Systems 19 (1), 165-184, 2022 | 20 | 2022 |
Federated reinforcement learning acceleration method for precise control of multiple devices HK Lim, JB Kim, I Ullah, JS Heo, YH Han IEEE Access 9, 76296-76306, 2021 | 13 | 2021 |
Optimizing task offloading and resource allocation in edge-cloud networks: a DRL approach I Ullah, HK Lim, YJ Seok, YH Han Journal of Cloud Computing 12 (1), 112, 2023 | 11 | 2023 |
Deep Q-network based rotary inverted pendulum system and its monitoring on the EdgeX platform JB Kim, DH Kwon, YG Hong, HK Lim, MS Kim, YH Han 2019 international conference on artificial intelligence in information and …, 2019 | 10 | 2019 |
Hierarchical location caching scheme for mobile object tracking in the internet of things YH Han, HK Lim, JM Gil Journal of Information Processing Systems 13 (5), 1410-1429, 2017 | 8 | 2017 |
Ego network-based virtual network embedding scheme for revenue maximization I Ullah, HK Lim, YH Han 2021 International Conference on Artificial Intelligence in Information and …, 2021 | 6 | 2021 |
Design and implementation of CoAP authorization framework based on OAuth 2.0 KH Kim, HK Lim, JS Heo, YH Han Trans. Comput. Commun. Syst 6, 329-342, 2017 | 5 | 2017 |
Federated reinforcement learning for automatic control in sdn-based iot environments HK Lim, JB Kim, SY Kim, YH Han 2020 International Conference on Information and Communication Technology …, 2020 | 3 | 2020 |
Correlation Analysis and Regression Test on Cryptocurrency Price Data DH Kwon, JS Heo, JB Kim, HK Lim, YH Han Proceedings of the Korea Information Processing Society Conference, 346-349, 2018 | 3 | 2018 |
Implementation of IoT control system based on EdgeX Foundry DH Kwon, HK Lim, YH Han, M Kim, YG Hong Proceedings of the Korea Information Processing Society Conference, 995-997, 2018 | 3 | 2018 |
A distributed mobility support in SDN-based LTE/EPC architecture Y Kim, HK Lim, KH Kim, YH Han, JS Youn Advances in Computer Science and Ubiquitous Computing: CSA & CUTE, 567-573, 2015 | 3 | 2015 |
Reinforcement learning-based virtual network embedding: A comprehensive survey HK Lim, I Ullah, YH Han, SY Kim ICT Express 9 (5), 983-994, 2023 | 2 | 2023 |
Reviewer recommendation algorithms in journal manuscript submission and review systems YJ Jeong, KH Kim, HK Lim, YH Kim, YH Han KIPS Transactions on Software and Data Engineering 4 (8), 321-330, 2015 | 2 | 2015 |
Virtual network embedding based on hierarchical cooperative multi-agent reinforcement learning HK Lim, I Ullah, JB Kim, YH Han IEEE Internet of Things Journal, 2023 | 1 | 2023 |