Shivaram Venkataraman
Scholar

Shivaram Venkataraman

Google Scholar ID: 5LLV29oAAAAJ
University of Wisconsin-Madison
SystemsDatabases
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
9,842
 
H-index
38
 
i10-index
64
 
Publications
20
 
Co-authors
0
 
Contact
GitHubOpen ↗
Publications
28 items
MANTA: Machine Learning Augmented Tiering Advisor
2026
Cited
0
Where the Model Changes Its Mind: Hindsight-Divergence Localization for Efficient Reinforcement Learning with Verifiable Rewards
2026
Cited
0
Towards an AI Software Factory for Data Systems
2026
Cited
0
Towards Full Pipeline FP8 Reinforcement Learning for LLMs
2026
Cited
0
Diamond Agent: Agentic Control of Federated HPC Resources as a Service
2026
Cited
0
DiLaServe: High SLO Attainment Serving for Diffusion Language Models
2026
Cited
0
When Web Agents Finish but Still Fail: Reproducible Triggers and Trace Diagnostics for Parallel Web Exploration
2026
Cited
0
When More Cores Hurts: The Vector Database Scaling Paradox in HPC
2026
Cited
0
Resume
Academic Achievements
  • - Publications: Multiple papers published in conferences such as Supercomputing 2025, IEEE Conference on eScience 2025, VLDB 2025, Journal of Power Sources, ICML 2025, OSDI 2025, Eurosys 2025, NAACL 2025
Research Experience
  • - Associate Professor in the Computer Science Department at University of Wisconsin-Madison
  • - Post-doctoral researcher in the Systems Research Group at Microsoft Research in Redmond
Education
  • - Ph.D. from UC Berkeley, advised by Ion Stoica and Mike Franklin
  • - M.S. from University of Illinois at Urbana-Champaign, advised by Prof. Roy Campbell
Background
  • - Research Interests: Designing systems and algorithms for large scale data analysis and machine learning.
  • - Position: Associate Professor in the Computer Science Department at University of Wisconsin-Madison