Concepedia

Qianpiao Ma

QM

6

Publications

292

Citations

6

H-Index

2019

Active since

Affiliations

University of Science and Technology of China(Current)

Purple Mountain Laboratories

Qianpiao Ma is an author at University of Science and Technology of China specializing in edge computing, parallel computing, and network analysis.

Top concepts

EngineeringEdge ComputingComputer ScienceNetwork AnalysisParallel ComputingData ScienceNetwork FlowsCloud ComputingMachine LearningComputing Systems

Publications per year

2019–2024

6

Publications

6

FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing

Qianpiao Ma, Yang Xu, Hongli Xu et al. · IEEE Journal on Selected Areas in Communications · 2021 · 192 citations

Engineering, Machine Learning, Distributed Algorithms +17

YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning

Jun Liu, Jianchun Liu, Hongli Xu et al. · IEEE/ACM Transactions on Networking · 2023 · 29 citations

Lightweight Flow Distribution for Collaborative Traffic Measurement in Software Defined Networks

Hongli Xu, Shigang Chen, Qianpiao Ma et al. · 2019 · 26 citations

Internet Traffic Analysis, Engineering, Computer Architecture +19

FedUC: A Unified Clustering Approach for Hierarchical Federated Learning

Qianpiao Ma, Yang Xu, Hongli Xu et al. · IEEE Transactions on Mobile Computing · 2024 · 25 citations

Fully Distributed Task Offloading in Vehicular Edge Computing

Qianpiao Ma, Hongli Xu, Haibo Wang et al. · IEEE Transactions on Vehicular Technology · 2023 · 10 citations

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