LabCompass

Ness B. Shroff

Engineering · The Ohio State University

OpenAlex ORCID
Established · publishing since 1991
Advanced Wireless Network OptimizationCooperative Communication and Network CodingAdvanced MIMO Systems OptimizationMobile Ad Hoc NetworksAge of Information Optimization

Publications

679

Citations

20,336

Est. group size

~12

Recurring co-author estimate

Active years

36

Publishing since 1991

Research summary
AI-generated

This researcher works on networking, wireless communication, and distributed computing systems, with recent work extending into the theory of machine learning, including large language model alignment, diffusion models, and federated/continual learning. The research combines mathematical analysis (e.g., convergence guarantees, optimization theory) with applied systems problems like edge computing, GPU cluster scheduling, and mobile crowdsourcing. Prospective students would likely engage with both theoretical modeling and applied systems experimentation.

Wireless networks and communication systemsDistributed computing and edge/cloud schedulingMachine learning theory (convergence, generalization)Large language model alignment and diffusion modelsFederated and continual learning

Publication output has gradually declined over the last decade, from around 40 papers per year in 2017-2018 to roughly 15-20 per year in recent years, though the researcher remains active with new work appearing through 2026.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 17.6/year recently
2017: 42 publications42172018: 40 publications182019: 34 publications192020: 36 publications202021: 21 publications212022: 20 publications222023: 27 publications232024: 18 publications242025: 14 publications252026: 9 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×111
  • ACM SIGMETRICS Performance Evaluation Review×16
  • Proceedings of the ACM on Measurement and Analysis of Computing Systems×9
  • IEEE/ACM Transactions on Networking×8
  • IEEE Transactions on Mobile Computing×5
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 19, 2026.

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