Huaman Zhou

According to our database, Huaman Zhou authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs.

Huaman Zhou, Zonghang Li, Hongfang Yu, Long Luo, Gang Sun

IEEE Trans. Serv. Comput., 2023

FedGSync: Jointly Optimized Weak Synchronization and Gradient Transmission for Fast Distributed Machine Learning in Heterogeneous WAN.

Huaman Zhou, Yihong He, Zhihao Zhang, Long Luo, Hongfang Yu, Gang Sun

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022

ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers.

Zonghang Li, Huaman Zhou, Tianyao Zhou, Hongfang Yu, Zenglin Xu, Gang Sun

IEEE Trans. Serv. Comput., 2022

2021

TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs.

Huaman Zhou, Weibo Cai, Zonghang Li, Hongfang Yu, Ling Liu, Long Luo, Gang Sun

IEEE Trans. Netw. Serv. Manag., 2021

DGT: A contribution-aware differential gradient transmission mechanism for distributed machine learning.

Huaman Zhou, Zonghang Li, Qingqing Cai, Hongfang Yu, Shouxi Luo, Long Luo, Gang Sun

Future Gener. Comput. Syst., 2021

2020

Online job scheduling for distributed machine learning in optical circuit switch networks.

Ling Liu, Hongfang Yu, Gang Sun, Huaman Zhou, Zonghang Li, Shouxi Luo

Knowl. Based Syst., 2020