Blesson Varghese
Scholar

Blesson Varghese

Google Scholar ID: 2JoDRIMAAAAJ
Reader in Computer Science, University of St Andrews, UK
Distributed systemsCloud/Edge computingEdge intelligenceDistributed machine learning
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Citations & Impact
All-time
Citations
4,716
 
H-index
25
 
i10-index
52
 
Publications
20
 
Co-authors
19
list available
Contact
No contact links provided.
Publications
6 items
DriftGuard: Mitigating Asynchronous Data Drift in Federated Learning
2026
Cited
0
Multi-DNN Inference of Sparse Models on Edge SoCs
2026
Cited
0
Ampere: Communication-Efficient and High-Accuracy Split Federated Learning
2025
Cited
0
Mosaic: Composite Projection Pruning for Resource-efficient LLMs
2025
Cited
0
EMO: Edge Model Overlays to Scale Model Size in Federated Learning
2025
Cited
0
Signal Collapse in One-Shot Pruning: When Sparse Models Fail to Distinguish Neural Representations
2025
Cited
0
Resume (English only)
Co-authors
19 total
Adam Barker
Adam Barker
Professor of Computer Science, University of St Andrews
Dimitrios S. Nikolopoulos
Dimitrios S. Nikolopoulos
John W. Hancock Professor of Engineering, IEEE Fellow, Virginia Tech
Omer Rana
Omer Rana
Cardiff University, UK
Rajkumar Buyya
Rajkumar Buyya
School of Computing and Information Systems, The Uni of Melbourne; Fellow of IEEE & Academia Europea
Schahram Dustdar
Schahram Dustdar
Professor of Computer Science, Member of Academia Europaea, IEEE|EAI|AAIA Fellow, TU Wien, Austria
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Michail (Michalis) Matthaiou
Michail (Michalis) Matthaiou
Professor of Communications Engineering & Signal Processing, IEEE Fellow, Queen's University Belfast