Kun Zhu

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 …

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, …