Subject

Subjects : Federated learning

  • Articles (25)
  • Patents (4)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
Journal 2026 Def-Ag: An energy-efficient decentralized federated learning framework via aggregator clients   박준영  Future Generation Computer Systems, v.175, pp.1-17 0 원문
Conference 2025 Split Federated Learning-Based Model Training for Enhanced Object Detection in Vehicular Edge Computing   Treethawat Chokkulthawat  International Conference on Culture Technology (ICCT) 2025, pp.180-183
Journal 2025 Federated Learning-Based Energy-Efficient Consumer-Centric Access Strategy for Cell-Free MIMO in 6G Wireless Networks   니킬 쿠마르 싱  IEEE Transactions on Consumer Electronics, v.71, no.2, pp.4292-4303 2 원문
Journal 2025 Federated Learning-based Secure Computing Mechanism for Consumer Internet of Vehicles-based Transportation Cyber-Physical Systems   Nikhil Kumar Singh  IEEE Transactions on Consumer Electronics, v.71, no.2, pp.4867-4882 4 원문
Journal 2024 Predictive Dynamic Virtual Machine Scaling for Federated Learning Over Edge-Cloud Interworking   Sakshi Patni  IT Professional, v.26, no.6, pp.35-44 2 원문
Conference 2024 Device Selection for Passive RIS-Assisted Over-the-Air Federated Learning   Kim Minsik  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1098-1099 0 원문
Journal 2024 Energy-Efficient Hybrid Federated and Centralized Learning for Edge-Based Wireless Traffic Prediction in Aerial Networks   나민수  IEEE Access, v.12, pp.130983-130994 1 원문
Journal 2024 Energy-Efficient Hybrid Federated and Centralized Learning for Edge-Based Wireless Traffic Prediction in Aerial Networks   조수현  IEEE Access, v.12, pp.130983-130994 1 원문
Journal 2024 DRL-empowered joint batch size and weighted aggregation adjustment mechanism for federated learning on non-IID data   방준석  ICT EXPRESS, v.10, no.4, pp.863-870 1 원문
Journal 2024 Federated Learning-Empowered Mobile Network Management for 5G and Beyond Networks: From Access to Core   이주형  IEEE Communications Surveys and Tutorials, v.26, no.3, pp.2176-2212 55 원문
Conference 2024 Federated Learning for User Mobility Classification in 5G Heterogeneous Networks   Syed Maaz Shahid  Vehicular Technology Conference (VTC) 2024 (Spring), pp.1-6 1 원문
Journal 2024 Adaptive DFL‐based straggler mitigation mechanism for synchronous ring topology in digital twin networks   Qazi Waqas Khan  IET Collaborative Intelligent Manufacturing, v.6, no.3, pp.1-23 3 원문
Journal 2024 Layer-Wise Personalized Federated Learning for Mobile Traffic Prediction   Seungyeol Lee  IEEE Access, v.12, pp.53126-53140 8 원문
Journal 2024 Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework   Dilshod Bazarov Ravshan Ugli  Sensors, v.24, no.7, pp.1-19 2 원문
Journal 2024 Joint Edge Server Selection and Data Set Management for Federated-Learning-Enabled Mobile Traffic Prediction   김도연  IEEE Internet of Things Journal, v.11, no.3, pp.4971-4986 13 원문
Journal 2024 Joint Edge Server Selection and Data Set Management for Federated-Learning-Enabled Mobile Traffic Prediction   Seungjae Shin  IEEE Internet of Things Journal, v.11, no.3, pp.4971-4986 13 원문
Journal 2024 Standardization and technology trends of artificial intelligence for mobile systems   Yeh Choongil  Computer Communications, v.213, pp.169-178 4 원문
Journal 2023 Design of Block Codes for Distributed Learning in VR/AR Transmission   황서희  Journal of Information and Communication Convergence Engineering, v.21, no.4, pp.300-305 0 원문
Conference 2023 Federated learning for moderating server-side bias   Seo Jihyun  International Conference on Ubiquitous Information Technologies and Applications (CUTE) 2023, pp.1-6
Journal 2023 Collaborative Worker Safety Prediction Mechanism Using Federated Learning Assisted Edge Intelligence in Outdoor Construction Environment   Sa Jim Soe Moe  IEEE Access, v.11, pp.109010-109026 9 원문
Journal 2023 A precision-centric approach to overcoming data imbalance and non-IIDness in federated learning   Anam Nawaz Khan  INTERNET OF THINGS, v.23, pp.1-19 16 원문
Conference 2023 Federated Learning in Prediction of Dementia Stage: An Experimental Study   Eom Bo Yun  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1785-1788 2 원문
Conference 2023 Federated Learning Using Blockchain-based Marketplace   Eom Bo Yun  International Conference on Ubiquitous and Future Networks (ICUFN) 2023, pp.795-797 0 원문
Journal 2023 Data Distribution-Aware Online Client Selection Algorithm for Federated Learning in Heterogeneous Networks   Jaewook Lee  IEEE Transactions on Vehicular Technology, v.72, no.1, pp.1127-1136 34 원문
Journal 2022 Research Trends of Multi-agent Collaboration Technology for Artificial Intelligence Bots   Kang Dong-Oh  전자통신동향분석, v.37, no.6, pp.32-42 원문
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
Registered 2023 METHOD OF TIME SYNCHRONIZATION SERVICE FOR FEDERATED LEARNING IN 5G NETWORK UNITED STATES
Registered 2023 NETWORK DATA ANALYSIS METHOD AND SYSTEM BASED ON FEDERATED LEARNING UNITED STATES
Registered 2022 FEDERATED LEARNING DEVICE INTERWORKING WITH MOBILE CORE SYSTEM AND METHOD THEREOF UNITED STATES
Registered 2020 인식 모델 성향 분석 기반 연합 학습 추천 장치 및 방법, 사용자 단말에서의 연합 학습 방법 KOREA
연구보고서 검색결과
Type Year Research Project Primary Investigator Download
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