3 papers
cs.MM2024
Interest-Aware Joint Caching, Computing, and Communication Optimization for Mobile VR Delivery in MEC Networks
Baojie Fu, Tong Tang, Dapeng Wu +1
In the upcoming B5G/6G era, virtual reality (VR) over wireless has become a typical application, which is an inevitable trend in the development of video. However, in immersive and…
cs.LG2022
Depersonalized Federated Learning: Tackling Statistical Heterogeneity by Alternating Stochastic Gradient Descent
Yujie Zhou, Zhidu Li, Tong Tang +1
Federated learning (FL), which has gained increasing attention recently, enables distributed devices to train a common machine learning (ML) model for intelligent inference coopera…
cs.PF2022
A Probabilistic Bound for Peak Age of Information Guarantee
Ailing Zhong, Zhidu Li, Tong Tang +3
This paper considers the distribution of a general peak age of information (AoI) model and develops a general analysis approach for probabilistic performance guarantee from the tim…