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Steve Drew — most-cited papers & profile · Federated Learning
← authors
·
overview
Steve Drew
7
papers ·
13
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey
2023 · 7 citations
MDA: Availability-Aware Federated Learning Client Selection
2022 · 5 citations
Federated Learning Model Aggregation in Heterogenous Aerial and Space Networks
2023 · 1 citations
Towards Carbon-Aware Container Orchestration: Predicting Workload Energy Consumption with Federated Learning
2025
Owen Sampling Accelerates Contribution Estimation in Federated Learning
2025
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks
2023
FedGreen: Carbon-aware Federated Learning with Model Size Adaptation
2024
Top co-authors
Fan Dong
· 3
Henry Leung
· 3
Jiayu Zhou
· 3
Ali Abbasi
· 2
Jiajun Wu
· 2
Jiayu Zhou
· 2
Amin Eslami Abyane
· 1
Hadi Hemmati
· 1
Hadi Hemmati
· 1
Hossein KhademSohi
· 1
Jialin Yang
· 1
Xin Wang
· 1
Topics
Federated Learning
Privacy
Optimization
Data Heterogeneity
Edge Computing
Communication