Nguyen Cong Luong
3 papers in the PaperMetrix corpus
Papers by this author
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Federated Learning in Mobile Edge Networks: A Comprehensive Survey
2019 · arXiv (Cornell University)
In recent years, mobile devices are equipped with increasingly advanced sensing and computing capabilities. Coupled with advancements in Deep Learning (DL), this opens up countless possibilities for meaningful applications. Traditional cloudbased Machine Learning (ML) approaches …
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Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey
2022 · IEEE Communications Surveys & Tutorials
Future Internet involves several emerging technologies such as 5G and beyond 5G networks, vehicular networks, unmanned aerial vehicle (UAV) networks, and Internet of Things (IoTs). Moreover, the future Internet becomes heterogeneous and decentralized with a …
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Approximated Coded Computing: Towards Fast, Private and Secure Distributed Machine Learning
2025 · IEEE Transactions on Emerging Topics in Computing
In a large-scale distributed machine learning system, coded computing has attracted wide-spread attention since it can effectively alleviate the impact of stragglers. However, several emerging problems greatly limit the performance of coded distributed systems. Firstly, …