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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
472019
Federated reinforcement learning for training control policies on multiple IoT devices
HK Lim, JB Kim, JS Heo, YH Han
Sensors 20 (5), 1359, 2020
322020
A SDN-based distributed mobility management in LTE/EPC network
Y Kim, H Lim, K Kim, YH Han
The Journal of Supercomputing 73 (7), 2919-2933, 2017
202017
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
192019
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
172019
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
142020
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
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
62019
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
52021
Design and implementation of CoAP authorization framework based on OAuth 2.0
KH Kim, HK Lim, JS Heo, YH Han
KIPS Transactions on Computer and Communication Systems 6 (8), 329-342, 2017
52017
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, 567-573, 2015
32015
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
22018
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
22018
Feature Correlation-based Data Fusion using Dempster-Shafer Evidence Theory for WSN
I Ullah, HK Lim, YH Han
2021 International Conference on Information and Communication Technology …, 2021
12021
System and method for controlling multiple devices through federated reinforcement learning
YH Han, HK Lim, CM Kim, JB Kim, GY Hwang, HB Choi
US Patent App. 17/098,320, 2021
12021
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, 38-38, 2021
12021
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
12020
Blockchain Based Financial Portfolio Management Using A3C
JB Kim, JS Heo, HK Lim, DH Kwon, YH Han
KIPS Transactions on Computer and Communication Systems 8 (1), 17-28, 2019
12019
Packet payload-based network traffic classification using convolutional neural network
JB Kim, HK Lim, JS Heo, YH Han
Proceedings of the Korea Information Processing Society Conference, 928-931, 2017
12017
Hybrid centralized-distributed mobility management scheme in SDN-Based LTE/EPC networks
HK Lim, Y Kim, YH Han
The Journal of Korean Institute of Communications and Information Sciences …, 2017
12017
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