Huaman Zhou

Publications

Citations

H-Index

2020

Active since

Affiliations

University of Electronic Science and Technology of China(Current)

Peng Cheng Laboratory

Southwest Jiaotong University

Huaman Zhou is an author at University of Electronic Science and Technology of China specializing in computer science, distributed learning, and machine learning.

ORCID

Top concepts

EngineeringComputer ScienceMachine LearningDistributed LearningData ScienceFederated LearningParallel ComputingBig DataNetwork AnalysisComputer Engineering

Publications per year

2020–2021

Publications

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

Zonghang Li, Huaman Zhou, Tianyao Zhou et al. · IEEE Transactions on Services Computing · 2020 · 27 citations

Engineering, Machine Learning, Data Science +12

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

Ling Liu, Hongfang Yu, Gang Sun et al. · Knowledge-Based Systems · 2020 · 16 citations

Job Scheduler, Engineering, Machine Learning +9

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

Huaman Zhou, Zonghang Li, Qingqing Cai et al. · Future Generation Computer Systems · 2021 · 13 citations

Engineering, Machine Learning, Data Science +10

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

Huaman Zhou, Weibo Cai, Zonghang Li et al. · IEEE Transactions on Network and Service Management · 2021 · 13 citations

Cluster Computing, Engineering, Machine Learning +19

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