Shohaib Mahmud
Scholar

Shohaib Mahmud

Google Scholar ID: V1evrcwAAAAJ
University of Virginia
Distributed Machine Learning SystemDistributed SystemBig Data Analytics
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Citations & Impact
All-time
Citations
50
 
H-index
4
 
i10-index
3
 
Publications
11
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
1 items
eMoE: Task-aware Memory Efficient Mixture-of-Experts-Based (MoE) Model Inference
2025
Cited
0
Resume
Academic Achievements
  • Collaborates with esteemed researchers from Oak Ridge National Laboratory, Georgia Institute of Technology, and Microsoft Research.
Research Experience
  • Former summer research intern at Analytics and AI methods at Scale (AAIMS), Oak Ridge National Laboratory; designed communication-efficient training systems for static and dynamic graph neural networks; also experienced in conducting research involving big data analysis.
Education
  • PhD candidate, Department of Computer Science at the University of Virginia, working under the supervision of Dr. Haiying Shen.
Background
  • Broadly interested in networked systems and machine learning; current research involves cloud/high-performance computing, computer networks, operating systems, and deep learning (DL) models.