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Rajkumar Buyya — most-cited papers & profile · Federated Learning
← authors
·
overview
Rajkumar Buyya
15
papers ·
167
citations ·
142
h-index
The University of Melbourne · Anna University, Chennai · University of Hyderabad · Quantum (Australia) · Beijing Academy of Artificial Intelligence · IBM Research - Australia · Cloud Computing Center · University of Tartu
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Most-cited papers
FLight: A Lightweight Federated Learning Framework in Edge and Fog Computing
2023 · 17 citations
Federated Learning Architectures: A Performance Evaluation with Crop Yield Prediction Application
2024 · 2 citations
A Joint Time and Energy-Efficient Federated Learning-based Computation Offloading Method for Mobile Edge Computing
2024 · 1 citations
Federated Learning with Quantum Enhanced LSTM for Applications in High Energy Physics
2026
SketchGuard: Scaling Byzantine-Robust Decentralized Federated Learning via Sketch-Based Screening
2025
A Knowledge Distillation-empowered Adaptive Federated Reinforcement Learning Framework for Multi-Domain IoT Applications Scheduling
2025
Topology-Aware Differential Privacy in Federated Learning
2025
MicroFog: A Framework for Scalable Placement of Microservices-based IoT Applications in Federated Fog Environments
2023
Sustainable Edge Computing: Challenges and Future Directions
2023
Blockchain Integrated Federated Learning in Edge-Fog-Cloud Systems for IoT based Healthcare Applications A Survey
2024
Top co-authors
Anwesha Mukherjee
· 2
Murtaza Rangwala
· 2
Richard O. Sinnott
· 2
Abhishek Sawaika
· 1
Durga Pritam Suggisetti
· 1
Farag Azzedin
· 1
Jos\'e L. Risco-Mart\'in
· 1
Jos\'e M. Moya
· 1
Mingming Gong
· 1
Mohammad Goudarzi
· 1
Mohammad Goudarzi
· 1
Patricia Arroba
· 1
Topics
Federated Learning
Edge Computing
Privacy
Security
Communication
Adversarial Attacks
Optimization
Data Heterogeneity