Alexey Tumanov
Alexey Tumanov
Associate Professor, School of Computer Science, Georgia Institute of Technology
Joined
March 2018
Names
Emails
****@berkeley.edu (Confirmed)
****@gatech.edu (Confirmed)
****@gmail.com (Confirmed)
Personal Links
Career & Education History
Associate Professor
School of Computer Science, Georgia Institute of Technology (gatech.edu)
2025 – Present
Assistant Professor
School of Computer Science, Georgia Institute of Technology (gatech.edu)
2019 – 2025
Postdoc
EECS, University of California Berkeley (berkeley.edu)
2016 – 2019
PhD student
Carnegie Mellon University (cmu.edu)
2010 – 2016
Advisors, Relations & Conflicts
Expertise
Large Language Models
2024 – Present
LLM inference efficiency
2024 – Present
federated learning
2020 – Present
Machine Learning for Systems
2020 – Present
soft real-time machine learning
2019 – Present
frameworks for ML inference
2019 – Present
systems for machine learning
2016 – Present
resource management for ML
2014 – Present
Publications
Co-Authors
- Aaron Harlap
- Abdelrahman Sharafeldin
- Adin Scannell
- Ajay Jain
- Akihiro Hayashi
- Akshay Jajoo
- Alaa Aljiffry
- Alind Khare
- Anantharaman S. Iyer
- Andrew Chung
- Andrew Zhang
- Angela H. Jiang
- Animesh Agrawal
- Anshul Ahluwalia
- Biswadeep Chakraborty
- Carlo Curino
- Chao Zhang
- Charles Reiss
- Chenggang Wu
- Corey Zumar
- Daniel Crankshaw
- Debopam Sanyal
- Eduard Gorbunov
- Elaheh Sobhani
- Elie Krevat