| Adaptive resource optimized edge federated learning in real-time image sensing classifications P Tam, S Math, C Nam, S Kim IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 35 | 2021 |
| Reliable federated learning systems based on intelligent resource sharing scheme for big data internet of things S Math, P Tam, S Kim IEEE Access 9, 108091-108100, 2021 | 20 | 2021 |
| Optimized multi-service tasks offloading for federated learning in edge virtualization P Tam, S Math, S Kim IEEE Transactions on Network Science and Engineering 9 (6), 4363-4378, 2022 | 18 | 2022 |
| Graph neural networks for intelligent modelling in network management and orchestration: a survey on communications P Tam, I Song, S Kang, S Ros, S Kim Electronics 11 (20), 3371, 2022 | 17 | 2022 |
| Multi-Agent Deep Q-Networks for Efficient Edge Federated Learning Communications in Software-Defined IoT. P Tam, S Math, A Lee, S Kim Computers, Materials & Continua 71 (2), 2022 | 17 | 2022 |
| Intelligent massive traffic handling scheme in 5G bottleneck backhaul networks P Tam, S Math, S Kim KSII Transactions on Internet and Information Systems (TIIS) 15 (3), 874-890, 2021 | 16 | 2021 |
| Applicability of deep reinforcement learning for efficient federated learning in massive iot communications P Tam, R Corrado, C Eang, S Kim Applied Sciences 13 (5), 3083, 2023 | 14 | 2023 |
| A NB-IoT data transmission scheme based on dynamic resource sharing of MEC for effective convergence computing S Math, P Tam, A Lee, S Kim Personal and Ubiquitous Computing 27 (3), 1065-1075, 2023 | 11 | 2023 |
| Intelligent media forensics and traffic handling scheme in 5G edge networks S Math, P Tam, S Kim Security and Communication Networks 2021, 1-11, 2021 | 8 | 2021 |
| Efficient resource slicing scheme for optimizing federated learning communications in software-defined IoT networks P Tam, S Math, S Kim Journal of Internet Computing and Services 22 (5), 27-33, 2021 | 8 | 2021 |
| DRL-Based Backbone SDN Control Methods in UAV-Assisted Networks for Computational Resource Efficiency I Song, P Tam, S Kang, S Ros, S Kim Electronics 12 (13), 2984, 2023 | 7 | 2023 |
| Priority-aware resource management for adaptive service function chaining in real-time intelligent IoT services P Tam, S Math, S Kim Electronics 11 (19), 2976, 2022 | 6 | 2022 |
| Modified deep reinforcement learning agent for dynamic resource placement in IoT network slicing S Ros, P Tam, S Kim Journal of Internet Computing and Services 23 (5), 17-23, 2022 | 5 | 2022 |
| Intelligent Real-Time IoT Traffic Steering in 5G Edge Networks. S Math, P Tam, S Kim Computers, Materials & Continua 67 (3), 2021 | 5 | 2021 |
| ML/SDN-Based MEC Resource Management for QoS Assurances S Ros, C Eang, P Tam, S Kim International Conference on Computer Science and its Applications and the …, 2022 | 3 | 2022 |
| Enhancing QoS with LSTM-Based Prediction for Congestion-Aware Aggregation Scheduling in Edge Federated Learning P Tam, S Kang, S Ros, S Kim Electronics 12 (17), 3615, 2023 | 2 | 2023 |
| Privacy-Aware Intelligent Healthcare Services with Federated Learning Architecture and Reinforcement Learning Agent P Tam, I Song, S Kang, S Kim International Conference on Computer Science and its Applications and the …, 2022 | 2 | 2022 |
| Federated Logistic Regression for Reliable Prediction Models in Privacy-Preserving Healthcare Networks I Song, S Kang, P Tam, S Kim Proceedings of the 2022 6th International Conference on Interdisciplinary …, 2022 | 2 | 2022 |
| Proactive Network Fault Management for Reliable Subscribed Network Slicing in Software-Defined Mobile Data IoT Services S Math, P Tam, S Kim Scientific Programming 2022, 2022 | 2 | 2022 |
| Adaptive Partial Task Offloading and Virtual Resource Placement in SDN/NFV-Based Network Softwarization P Tam, S Math, S Kim Computer Systems Science and Engineering 45 (2), 2141-2154, 2022 | 2 | 2022 |
Seokhoon KimSoonchunhyang UniversityVerified email at sch.ac.kr
