2 papers
cs.LG2026
Adaptive Requesting in Decentralized Edge Networks via Non-Stationary Bandits
Yi Zhuang, Kun Yang, Xingran Chen
We study a decentralized collaborative requesting problem that aims to optimize the information freshness of time-sensitive clients in edge networks consisting of multiple clients,…
eess.SY2024
Age of Computing: A Metric of Computation Freshness in Communication and Computation Cooperative Networks
Xingran Chen, Yi Zhuang, Kun Yang
In communication and computation cooperative networks (3CNs), timely computation is crucial but not always guaranteed. There is a strong demand for a computational task to be compl…