Xingyuan Chen

Apr 4, 2024 | pubs.acs.org | Xingyuan Chen |Zhongwen Cao |Yinsheng Wang

Download Hi-Res ImageDownload to MS-PowerPointCite This:Anal. Chem. 2024, XXXX, XXX Terms & Conditions Most electronic Supporting Information files are available without a subscription to ACS Web Editions. Such files may be downloaded by article for research use (if there is a public use license linked to the relevant article, that license may permit other uses).

Feb 5, 2024 | mdpi.com | Qi Gao |Yi Sun |Xingyuan Chen |Fan Yang

1. IntroductionFederated learning (FL) [1] is a distributed machine learning framework proposed by Google, which enables multiple distributed clients to train models using local private data, and then the global model is established by aggregating the local models from the clients through a central server to achieve distributed collaborative training.

Dec 23, 2023 | mdpi.com | Fan Yang |Yi Sun |Qi Gao |Xingyuan Chen

1. IntroductionWith the rapid development of 5G networks and the wide application of mobile Internet-of-Things (IoT) devices, the traditional cloud computing architecture can no longer satisfy the demand of mobile IoT services, and the unpredictable data access latency between geographically distributed users and remote clouds has become the bottleneck of network services [1].