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Seyha Ros
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引用次数
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年份
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
222022
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
82023
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
62022
A Survey of Intelligent End-to-End Networking Solutions: Integrating Graph Neural Networks and Deep Reinforcement Learning Approaches
P Tam, S Ros, I Song, S Kang, S Kim
Electronics 13 (5), 994, 2024
32024
Large-scale service function chaining management and orchestration in smart city
P Tam, S Kang, S Ros, I Song, S Kim
Electronics 12 (19), 4018, 2023
32023
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
32023
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
32022
Offloading Decision and Resource Allocation in Mobile Edge Computing for Cost and Latency Efficiencies in Real-Time IoT
C Eang, S Ros, S Kang, I Song, P Tam, S Math, S Kim
Electronics 13 (7), 1218, 2024
22024
A survey on state-of-the-art experimental simulations for privacy-preserving federated learning in intelligent networking
S Ros, P Tam, I Song, S Kang, S Kim
Electronic Research Archive 32 (2), 1333-1364, 2024
22024
Real-Time Prediction Algorithm for Intelligent Edge Networks with Federated Learning-Based Modeling
S Kang, S Ros, I Song, P Tam, S Math, S Kim
framework 77 (2), 2023
2*2023
QoS-Driven Slicing Management for Vehicular Communications
P Tam, S Ros, I Song, S Kim
Electronics 13 (2), 314, 2024
12024
Handling Efficient VNF Placement with Graph-Based Reinforcement Learning for SFC Fault Tolerance
S Ros, P Tam, I Song, S Kang, S Kim
Electronics 13 (13), 2552, 2024
2024
Adaptive Model Update Policies for Federated Learning-Assisted Edge Applications in Industrial IoT Networks
S Ros, G Cha, P Tam, S Kim
2022
Implementation of Deep Learning for Smart City Applications: Lessons Learned
S Kang, S Ros, C Eang, P Tam, S Kim
2022
Intelligent Control in SDN/NFV-Empowered IoT Systems for Smart City Applications
S Ros, P Tam, S Kang, I Song, S Kim
2022
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