Huaman Zhou

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Federated Databases

Local Area Network

Machine Learning

Distributed Processing

Top Venues

IEEE Trans. Serv. Comput.

IEEE Trans. Netw. Serv. Manag.

Future Gener. Comput. Syst.

Publications

Huaman Zhou, Yihong He, Zhihao Zhang, Long Luo, Hongfang Yu, Gang Sun
FedGSync: Jointly Optimized Weak Synchronization and Gradient Transmission for Fast Distributed Machine Learning in Heterogeneous WAN. SMC (2023)
Huaman Zhou, Zonghang Li, Hongfang Yu, Long Luo, Gang Sun
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs. IEEE Trans. Serv. Comput. 16 (6) (2023)
Zonghang Li, Huaman Zhou, Tianyao Zhou, Hongfang Yu, Zenglin Xu, Gang Sun
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers. IEEE Trans. Serv. Comput. 15 (4) (2022)
Huaman Zhou, Zonghang Li, Qingqing Cai, Hongfang Yu, Shouxi Luo, Long Luo, Gang Sun
DGT: A contribution-aware differential gradient transmission mechanism for distributed machine learning. Future Gener. Comput. Syst. 121 (2021)
Huaman Zhou, Weibo Cai, Zonghang Li, Hongfang Yu, Ling Liu, Long Luo, Gang Sun
TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Ling Liu, Hongfang Yu, Gang Sun, Huaman Zhou, Zonghang Li, Shouxi Luo
Online job scheduling for distributed machine learning in optical circuit switch networks. Knowl. Based Syst. (2020)