Author

Inseok Song

Observed name: In-Seok Song

Institution: Soonchunhyang University

Observed institutions: Soonchunhyang University, American University of Phnom Penh, Royal University of Phnom Penh

ORCID: 0009-0000-9325-8518

Observed ORCID: 0009-0000-9325-8518

OpenAlex ID: A5103079118

Graph Neural Networks for Intelligent Modelling in Network Management and Orchestration: A Survey on Communications

2022 · Prohim Tam, Inseok Song, et al. · Electronics · 58

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A Survey of Intelligent End-to-End Networking Solutions: Integrating Graph Neural Networks and Deep Reinforcement Learning Approaches

2024 · Prohim Tam, Seyha Ros, et al. · Electronics · 50

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Offloading Decision and Resource Allocation in Mobile Edge Computing for Cost and Latency Efficiencies in Real-Time IoT

2024 · Chanthol Eang, Seyha Ros, et al. · Electronics · 30

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DRL-Based Backbone SDN Control Methods in UAV-Assisted Networks for Computational Resource Efficiency

2023 · Inseok Song, Prohim Tam, et al. · Electronics · 22

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Handling Efficient VNF Placement with Graph-Based Reinforcement Learning for SFC Fault Tolerance

2024 · Seyha Ros, Prohim Tam, et al. · Electronics · 20

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QoS-Driven Slicing Management for Vehicular Communications

2024 · Prohim Tam, Seyha Ros, et al. · Electronics · 12

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A survey on state-of-the-art experimental simulations for privacy-preserving federated learning in intelligent networking

2024 · Seyha Ros, Prohim Tam, et al. · Electronic Research Archive · 9

Priority/Demand-Based Resource Management with Intelligent O-RAN for Energy-Aware Industrial Internet of Things

2024 · Seyha Ros, Seungwoo Kang, et al. · Processes · 8

Large-Scale Service Function Chaining Management and Orchestration in Smart City

2023 · Prohim Tam, Seungwoo Kang, et al. · Electronics · 7

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Real-Time Prediction Algorithm for Intelligent Edge Networks with Federated Learning-Based Modeling

2023 · Seungwoo Kang, Seyha Ros, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 7

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Priority-Aware Resource Allocation for VNF Deployment in Service Function Chains Based on Graph Reinforcement Learning

2025 · Seyha Ros, Seungwoo Kang, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 6

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Privacy-Aware Intelligent Healthcare Services with Federated Learning Architecture and Reinforcement Learning Agent

2023 · Prohim Tam, Inseok Song, et al. · Lecture notes in electrical engineering · 5

DRL-Based Adaptive Time Threshold Client Selection FL

2025 · Sreyleak Sam, Taikuong Iv, et al. · Symmetry · 2

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A Study on Matadata of Technology Trends Informations Based on NewsML

2005 · Sung-Sook Lee, In-Seok Song · Journal of the Korean Society for Library and Information Science · 1

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A Multi-Timescale Control Framework for Energy and SLA-Aware O-RAN Network Slicing

2026 · Sovanndoeur Riel, Seyha Ros, et al. · Electronics

Hierarchical Model Selection and Control for Latency-Energy Optimization in MEC-Assisted Vehicular Networks

2026 · Inseok Song, Seungwoo Kang, et al. · Sensors

Initializing SDN-NFV Integration for Smart City as Environment to DQN Agent in QoS Optimization

2024 · Inseok Song, Prohim Tam, et al. · Lecture notes in electrical engineering

Works count: 17

Citation count: 237

H-index: 8

I10-index: 6