🧑‍🔬 Mosharaf Chowdhury

🏛️ Affiliations

🎓University of MichiganAnn Arbor · United States2016–2026 · 70 paperscurrent🎓University of California, BerkeleyBerkeley · United States2010–2015 · 20 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Efficient Large Language Models: A Survey (2023 · 110 citations)
   Training and running LLMs with billions of parameters is costly. Using LLaMA data, the authors show that training compute rises steeply with model size while inference throughput falls. This survey maps research on cutting these costs and limits itself to techniques for billion-scale models rather than smaller…
2. Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training (2022 · 82 citations)
   Training deep networks on GPUs uses a lot of energy. Yet most systems work tunes training only for speed. This paper shows that common speed-oriented choices, such as the largest batch size that fits in memory and the default maximum GPU power limit, often waste energy. It also shows that energy-to-accuracy (ETA) and…

All works

20 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. Spark: cluster computing with working sets ↗no summary yetMatei Zaharia et al.2010 · 4,118 citations
2. Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing ↗no summary yetMatei Zaharia et al.2012 · 3,546 citations
3. Managing data transfers in computer clusters with orchestra ↗ACM SIGCOMM Conference (SIGCOMM) · no summary yetMosharaf Chowdhury et al.2011 · 544 citations
4. FairCloud ↗ACM SIGCOMM Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication (SIGCOMM) · no summary yetLucian Popa et al.2012 · 360 citations
5. Coflow ↗ACM Workshop on Hot Topics in Networks (HotNets) · no summary yetMosharaf Chowdhury, Ion Gabriel Stoica2012 · 341 citations
6. Efficient Coflow Scheduling Without Prior Knowledge ↗no summary yetMosharaf Chowdhury, Ion Gabriel Stoica2015 · 260 citations
7. Fast and Interactive Analytics over Hadoop Data with Spark ↗no summary yetMichael J. M. Franklin et al.2012 · 161 citations
8. Efficient Large Language Models: A SurveyarXiv:2312.03863Zhongwei Wan, Xin Wang, Che Liu, et al.2023 · 110 citations
9. HUG: multi-resource fairness for correlated and elastic demands ↗Networked Systems Design and Implementation · no summary yetMosharaf Chowdhury et al.2016 · 104 citations
10. EC-cache: load-balanced, low-latency cluster caching with online erasure coding ↗Operating Systems Design and Implementation · no summary yetK. V. Rashmi et al.2016 · 98 citations
11. Zeus: Understanding and Optimizing GPU Energy Consumption of DNN TrainingarXiv:2208.06102Jie You, Jae-Won Chung, Mosharaf Chowdhury2022 · 82 citations
12. FairCloud ↗ACM SIGCOMM Computer Communication Review · no summary yetLucian Popa et al.2012 · 75 citations
13. Mitigating the Latency-Accuracy Trade-off in Mobile Data Analytics Systems ↗Proceedings of the 28th Annual International Conference on Mobile Computing And Networking · no summary yetAnand Padmanabha Iyer et al.2018 · 26 citations
14. Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents ↗arXiv:2502.16069 · no summary yetPatrick Tser Jern Kon et al.2025 · 20 citations
15. Coflow: An Application Layer Abstraction for Cluster Networking ↗UC Berkeley · no summary yetMosharaf Chowdhury, Ion Gabriel Stoica2012 · 19 citations
16. Bridging the GAP ↗no summary yetAnand Padmanabha Iyer et al.2018 · 17 citations
17. A case for performance-centric network allocation ↗no summary yetGautam Kumar et al.2012 · 9 citations
18. A Longitudinal and Cross-Dataset Study of Internet Latency and Path Stability ↗no summary yetMosharaf Chowdhury et al.2014 · 5 citations
19. Fast and Accurate Performance Analysis of LTE Radio Access Networks ↗arXiv (Cornell University) · no summary yetAnand Padmanabha Iyer et al.2016 · 4 citations
20. ASPIRE: Agentic /Skills Discovery for Robotics ↗arXiv (Cornell University) · no summary yetRunyu Lu et al.2026 · 2 citations

🤝 Co-authors here

8 co-authors with a page, the most papers together first.

• Che Liu
• Jiachen Liu
• Mi Zhang
• Shen Yan
• Xin Wang
• Yi Zhu
• Yu Zheng
• Zhongwei Wan

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• ACM SIGCOMM Computer Communication Review
• ACM SIGCOMM Conference (SIGCOMM)
• ACM SIGCOMM Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication (SIGCOMM)
• ACM Workshop on Hot Topics in Networks (HotNets)
• Networked Systems Design and Implementation
• Operating Systems Design and Implementation
• Proceedings of the 28th Annual International Conference on Mobile Computing And Networking
• UC Berkeley

🔗 Cited by

Papers of our library cite their works 283 times (of the 149,439 papers whose bibliographies we read); 26 citing papers with a page here →.

Updated 2 November 2026

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