--- title: "Alexey Tumanov — author profile and papers in our library" description: "Alexey Tumanov, Georgia Institute of Technology: 2 papers on Elamur Research (2024), h-index 23 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/alexey-tumanov/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/alexey-tumanov/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Alexey Tumanov # Alexey Tumanov Alexey Tumanov has 2 papers in our library, in 2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Amey Agrawal](https://md.research.elamur.ai/free/en/authors/amey-agrawal/), [Ashish Panwar](https://md.research.elamur.ai/free/en/authors/ashish-panwar/), [Bhargav S. Gulavani](https://md.research.elamur.ai/free/en/authors/bhargav-s-gulavani/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5048451114) · [ORCID](https://orcid.org/0009-0005-7862-1477) · [**h-index 23**](https://openalex.org/authors/A5048451114) · [78 works](https://openalex.org/works?filter=author.id:A5048451114) · [3,288 citations](https://openalex.org/works?filter=author.id:A5048451114&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/alexey-tumanov/#papers) · [🔗 Cited 668 times in our library](https://md.research.elamur.ai/free/en/authors/alexey-tumanov/cited-by/) · [8 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4460](https://md.research.elamur.ai/free/en/paper-stars/page/45/#star-4460) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Alexey+Tumanov) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Alexey+Tumanov) · [dblp](https://dblp.org/search?q=Alexey+Tumanov) · [ACL Anthology](https://aclanthology.org/search/?q=Alexey+Tumanov) ## Affiliations [🎓**Georgia Institute of Technology** Atlanta · United States 2019–2026 · 37 papersEmployment since 2019 · Assistant Professor, School of Computer Science*current*](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2012–2017 · 9 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**University of California, Berkeley** Berkeley · United States 2017–2018 · 8 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Hardware and Architecture · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/hardware-and-architecture/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/alexey-tumanov/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve](https://md.research.elamur.ai/free/en/papers/agrawal-2024-taming-throughput-latency-tradeoff-llm/)** *(2024 · 369 citations)* Serving LLMs online requires both high throughput, to keep costs down, and low latency between generated tokens. 2. **[Vidur: A Large-Scale Simulation Framework For LLM Inference](https://md.research.elamur.ai/free/en/papers/agrawal-2024-vidur-large-scale-simulation-framework/)** *(2024 · 90 citations)* Deploying a large language model involves many choices: the parallelism layout (TP, PP, number of replicas), the scheduler (Orca, vLLM, Sarathi-Serve), batch size, scheduler-specific knobs and the GPU SKU. ## All works 10 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Ray: A Distributed Framework for Emerging AI Applications ↗](https://arxiv.org/abs/1712.05889) arXiv (Cornell University) · no summary yet**Philipp Moritz et al.*2017 · 437 citations* 2. [**Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve OSDI 2024**Amey Agrawal, Nitin Kedia, Ashish Panwar, et al.*2024 · 369 citations*](https://md.research.elamur.ai/free/en/papers/agrawal-2024-taming-throughput-latency-tradeoff-llm/) 3. [**Vidur: A Large-Scale Simulation Framework For LLM Inference arXiv:2405.05465**Amey Agrawal, Nitin Kedia, Jayashree Mohan, et al.*2024 · 90 citations*](https://md.research.elamur.ai/free/en/papers/agrawal-2024-vidur-large-scale-simulation-framework/) 4. **[Real-Time Machine Learning ↗](https://doi.org/10.1145/3102980.3102998) Workshop on Hot Topics in Operating Systems · no summary yet**Robert Nishihara et al.*2017 · 48 citations* 5. **[Dynamic Space-Time Scheduling for GPU Inference ↗](https://arxiv.org/abs/1901.00041) arXiv:1901.00041 · no summary yet**Paras Jain et al.*2018 · 43 citations* 6. **[Real-Time Machine Learning: The Missing Pieces ↗](https://arxiv.org/abs/1703.03924) arXiv (Cornell University) · no summary yet**Robert Nishihara et al.*2017 · 16 citations* 7. **[InferLine: ML Inference Pipeline Composition Framework. ↗](https://arxiv.org/abs/1812.01776) arXiv (Cornell University) · no summary yet**Daniel Crankshaw et al.*2018 · 10 citations* 8. **[HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline ↗](https://arxiv.org/abs/2001.02338) arXiv (Cornell University) · no summary yet**Richard Liaw et al.*2020 · 8 citations* 9. **[The OoO VLIW JIT Compiler for GPU Inference ↗](https://arxiv.org/abs/1901.10008) arXiv:1901.10008 · no summary yet**Paras Jain et al.*2019 · 7 citations* 10. **[SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads ↗](https://arxiv.org/abs/2312.16733) arXiv (Cornell University) · no summary yet**Alind Khare et al.*2023 · 6 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Amey Agrawal](https://md.research.elamur.ai/free/en/authors/amey-agrawal/) ×2 - [Ashish Panwar](https://md.research.elamur.ai/free/en/authors/ashish-panwar/) ×2 - [Bhargav S. Gulavani](https://md.research.elamur.ai/free/en/authors/bhargav-s-gulavani/) ×2 - [Jayashree Mohan](https://md.research.elamur.ai/free/en/authors/jayashree-mohan/) ×2 - [Nipun Kwatra](https://md.research.elamur.ai/free/en/authors/nipun-kwatra/) ×2 - [Nitin Kedia](https://md.research.elamur.ai/free/en/authors/nitin-kedia/) ×2 - [Ramachandran Ramjee](https://md.research.elamur.ai/free/en/authors/ramachandran-ramjee/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - OSDI 2024 - Workshop on Hot Topics in Operating Systems ## Cited by Papers of our library cite their works 668 times (of the 149,439 papers whose bibliographies we read); [29 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/alexey-tumanov/cited-by/). Updated 2 November 2026