intelligent Mobile Edge Computing Systems Lab (or iMES)
가천대학교 본교(제1캠퍼스) IT 소프트웨어학부
이주형 교수
Energy-efficient IoT
Edge Computing
5G-Advanced Mobile Core Automation
발행물
전체 논문
91
11
Deep Reinforcement Learning-empowered Cost Effective Federated Video Surveillance Management Framework
Dilshod Bazarov, Alaelddin F. Y. Mohammed, TaeHeum Na, Joohyung Lee
Sensors,
12
Federated Learning-empowered Mobile Network Management for 5G and Beyond Networks: From Access to Core - A Comprehensive Survey
Joohyung Lee, Faranaksadat Solat, Tae Yeon Kim, H. Vincent Poor
IEEE Communications Surveys and Tutorials,
13
Local Cache-enabled Mobile Augmented Reality in Mobile Edge Computing
Joohyung Lee, Yong-jun Seo, Tae Yeon Kim, Dusit Niyato, H. Vincent Poor
IEEE Communications Magazine,
14
IEC-TPC : An Imputation Error Cluster-Based Approach for Energy Optimization in IoT Data Transmission Period Control
Jaeseob Han, Gyeong Ho Lee, Joohyung Lee, Jun Kyun Choi
IEEE Internet of Things Journal,
15
DRL-empowered Joint Batch Size and Weighted Aggregation Adjustment Mechanism for Federated Learning on Non-IID Data
Junseok Bang, Sungpil Woo, Joohyung Lee
Elsevier ICT Express,
16
Explainable AI Empowered Resource Management for Enhanced Communication Efficiency in Hierarc
Sakshi Patni, Joohyung Lee
IEEE Internet of Things Journal,
17
Explainable AI Empowered Resource Management for Enhanced Communication Efficiency in Hierarchical Federated Learning
Sakshi Patni, Joohyung Lee
Elsevier Computers and Electrical Engineering,
18
Deep Reinforcement Learning Driven Joint Dynamic TDD and RRC Connection Management Scheme in Massive IoT Networks
Jaeeun Park, Daejin Kim, Joohyung Lee, Jun Kyun Choi
IEEE Access,
19
Joint Edge Server Selection and Dataset Management for Federated Learning-enabled Mobile Traffic Prediction
Doyeon Kim, Seungjae Shin, Jaewon Jeong, Joohyung Lee
IEEE Internet of Things Journal,
20
A Novel Group Management Scheme of Clustered Federated Learning for Mobile Traffic Prediction in Mobile Edge Computing Systems
Faranaksadat Solat, Tae Yeon Kim, Joohyung Lee
IEEE Journal of Communications and Networks, 2023