1 citations · 1 across the 5 of their papers we have counts for
5 papers
Adaptive Data Admission and Retention for Streaming Federated Learning
Zhuoyi Zhao, Ben Liang
We study streaming federated learning with limited client memory, where newly generated training data incur time-varying sampling costs and must be selectively admitted and retaine…
Update the Unseen Only: Minimizing AoI for Collaborative Perception through Online Learning
Yanan Ma, Zhuoyi Zhao, Zhengru Fang +3
While collaborative perception (CP) enhances the safety of autonomous driving, limited bandwidth can cause severe shared data staleness in CP systems. Existing age-of-information (…
Toward Practical Age-of-Information Scheduling in 5G Cellular
Zhuoyi Zhao, Igor Kadota
We consider a 5G cellular network where a gNB schedules time-sensitive uplink transmissions from multiple UEs and forwards received packets to remote destinations. In practical 5G…
Optimizing Age of Information in Networks with Large and Small Updates
Zhuoyi Zhao, Vishrant Tripathi, Igor Kadota
Modern sensing and monitoring applications typically consist of sources transmitting updates of different sizes, ranging from a few bytes (position, temperature, etc.) to multiple…
Optimizing Age of Information without Knowing the Age of Information
Zhuoyi Zhao, Igor Kadota
Consider a network where a wireless base station (BS) connects multiple source-destination pairs. Packets from each source are generated according to a renewal process and are enqu…