5 papers
Modeling and Optimization for Massive Data Allocation in Database
Panpan Niu, Boxiang Ren, Hao Wu +1
In the era of big data, e-commerce and Internet platforms face the challenge of processing massive amounts of data. However, due to data being scattered across different machines i…
Achieving -Fairness in Clustered Cell-Free Networking: A Tight Relaxation Approach
Chaowen Deng, Jie Fan, Boxiang Ren +4
Clustered cell-free networking has emerged as a promising architecture to balance the high performance of cell-free massive MIMO and the scalability of traditional cellular systems…
AutoMAS: A Generic Multi-Agent System for Algorithm Self-Adaptation in Wireless Networks
Dingli Yuan, Jingchen Peng, Jie Fan +3
The wireless communication environment has the characteristic of strong dynamics. Conventional wireless networks operate based on the static rules with predefined algorithms, lacki…
Hyper-VIB: A Hypernetwork-Enhanced Information Bottleneck Approach for Task-Oriented Communications
Jingchen Peng, Chaowen Deng, Yili Deng +2
This paper presents Hyper-VIB, a hypernetwork-enhanced information bottleneck (IB) approach designed to enable efficient task-oriented communications in 6G collaborative intelligen…
WMAS: A Multi-Agent System Towards Intelligent and Customized Wireless Networks
Jingchen Peng, Dingli Yuan, Boxiang Ren +3
The fast development of Artificial Intelligence (AI) agents provides a promising way for the realization of intelligent and customized wireless networks. In this paper, we propose…