Scholar
Alexey Tumanov
Google Scholar ID: 7P-gZioAAAAJ
Associate Professor, Georgia Institute of Technology
Systems for ML
soft real-time ML
LLM inference
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Citations
5,787
H-index
26
i10-index
33
Publications
20
Co-authors
28
list available
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Publications
11 items
LayoutBench: Performance Benchmarking of Cloud Storage Layouts for Multimedia Data
2026
Cited
0
Robust Federated Learning Under Real-World Client Churn
2026
Cited
0
KLAS: Using Similarity to Stitch Neural Networks for Improved Accuracy-Efficiency Tradeoffs
2026
Cited
0
Revati: Transparent GPU-Free Time-Warp Emulation for LLM Serving
arXiv.org · 2026
Cited
0
On Evaluating Performance of LLM Inference Serving Systems
2025
Cited
0
Maya: Optimizing Deep Learning Training Workloads using Emulated Virtual Accelerators
2025
Cited
0
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
2025
Cited
0
Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning
arXiv.org · 2024
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0
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Co-authors
11 total
Greg Ganger
Jatras Professor, Carnegie Mellon University
Ion Stoica
Professor of Computer Science, UC Berkeley
Joseph E. Gonzalez
Professor of Computer Science, UC Berkeley
Stephanie Wang
PhD student, UC Berkeley
Michael I. Jordan
Professor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC Berkeley
Mor Harchol-Balter
Bruce J. Nelson Professor of Computer Science, Carnegie Mellon University
Joseph Hellerstein
Jim Gray Professor of the Graduate School, UC Berkeley
Phillip Gibbons
Carnegie Mellon University
