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Hyun-Kyo Lim
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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
1042019
Federated reinforcement learning for training control policies on multiple IoT devices
HK Lim, JB Kim, JS Heo, YH Han
Sensors 20 (5), 1359, 2020
592020
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
492019
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
302019
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
252020
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
212017
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
162022
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
132021
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
112019
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
82017
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
72023
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
62021
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
52017
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
32018
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
32018
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
32015
Reinforcement learning-based virtual network embedding: A comprehensive survey
HK Lim, I Ullah, YH Han, SY Kim
ICT Express, 2023
22023
Optimal task offloading with deep Q-network for edge-cloud computing environment
I Ullah, HK Lim, YJ Seok, YH Han
2022 13th International Conference on Information and Communication ¡¦, 2022
22022
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
22020
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
22015
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