Zheng Chai

TiFL: A Tier-based Federated Learning System

Zheng Chai, Ahsan Ali, Syed Zawad et al. · 2020 · 302 citations

Artificial Intelligence, Cluster Computing, Engineering +17

FedAT

Zheng Chai, Yujing Chen, Ali Anwar et al. · 2021 · 120 citations · Full text

Cluster Computing, Decentralized Machine Learning, Engineering +14

FedAT: A Communication-Efficient Federated Learning Method with Asynchronous Tiers under Non-IID Data.

Zheng Chai, Yujing Chen, Liang Zhao et al. · arXiv (Cornell University) · 2020 · 68 citations · Full text

Cluster Computing, Engineering, Machine Learning +17

Characterizing Co-located Datacenter Workloads

Yue Cheng, Zheng Chai, Ali Anwar · 2018 · 55 citations

Cluster Computing, Engineering, Data Curation +19

Asynchronous Federated Learning for Sensor Data with Concept Drift

Yujing Chen, Zheng Chai, Yue Cheng et al. · 2021 IEEE International Conference on Big Data (Big Data) · 2021 · 47 citations

Artificial Intelligence, Engineering, Machine Learning +17