Caleb Robinson

Caleb Robinson

Principal Research Scientist at Microsoft's AI for Good Lab - Geospatial ML center

Optimizing Cloud-to-GPU Throughput for Deep Learning with Earth Observation Data

Akram Zaytar, Caleb Robinson, Girmaw Abebe Tadesse, Tammy Glazer, Gilles Quentin Hacheme, Anthony Ortiz, Rahul Dodhia, Juan M Lavista Ferres. "Optimizing Cloud-to-GPU Throughput for Deep Learning with Earth Observation Data." Proceedings of the TerraBytes Workshop at ICML, PMLR 292, 2025.

Paper / arXiv

Cite as:

@inproceedings{zaytar2025optimizing,
    author = "Zaytar, Akram and Robinson, Caleb and Tadesse, Girmaw Abebe and Glazer, Tammy and Hacheme, Gilles Quentin and Ortiz, Anthony and Dodhia, Rahul and Ferres, Juan M Lavista",
    title = "Optimizing Cloud-to-GPU Throughput for Deep Learning with Earth Observation Data",
    booktitle = "Proceedings of the TerraBytes Workshop at ICML, PMLR 292",
    pages = "97--110",
    year = "2025",
    url = "https://proceedings.mlr.press/v292/zaytar25a.html"
}