Publications | Ansel K. Erol

2026

EarthSight: A Distributed Framework for Low-Latency Satellite Intelligence

A. K. Erol, S. Lee, and D. Mahajan

In Annual Conference on Machine Learning and Systems (MLSys), 2026

To appear. Also presented at GT Undergraduate Research Symposium (Apr 2025), MLSys Young Professional’s Symposium (May 2025), and CRNCH Summit (Feb 2026)

First Author Bib

Presented as first author at MLSys ’25 and ’26

@inproceedings{erol2025earthsight,
  title = {EarthSight: A Distributed Framework for Low-Latency Satellite Intelligence},
  author = {Erol, A. K. and Lee, S. and Mahajan, D.},
  booktitle = {Annual Conference on Machine Learning and Systems (MLSys)},
  year = {2026},
  note = {To appear. Also presented at GT Undergraduate Research Symposium (Apr 2025), MLSys Young Professional's Symposium (May 2025), and CRNCH Summit (Feb 2026)},
}

2025

Efficient Scheduling for Low-latency Satellite Intelligence

A. K. Erol

Georgia Institute of Technology, 2025

First Author Bib

Solo author

@mastersthesis{erol2025scheduling,
  title = {Efficient Scheduling for Low-latency Satellite Intelligence},
  author = {Erol, A. K.},
  school = {Georgia Institute of Technology},
  year = {2025},
}

Trust by Design: Skill Profiles for Transparent, Cost-Aware LLM Routing

M. Okamoto, A. K. Erol, and G. Matlin

In 8th Annual Conference on Machine Learning and Systems, Young Professional’s Symposium, 2025

Bib

@inproceedings{okamoto2025trust,
  title = {Trust by Design: Skill Profiles for Transparent, Cost-Aware {LLM} Routing},
  author = {Okamoto, M. and Erol, A. K. and Matlin, G.},
  booktitle = {8th Annual Conference on Machine Learning and Systems, Young Professional's Symposium},
  year = {2025},
}

2024

A Holistic Approach to Workforce Scheduling and Routing

C. K. Manalp, A. K. Erol, K. Erol, and 1 more author

2024

Bib