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J. Fraire

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Book Open access Aug 2026

Dark Clouds Rising in Low-Earth Orbit: On Environmental Limits to Massive Orbital AI

In 2026, we saw rising numbers of proposals for orbital data centers to facilitate AI, e.g., by SpaceX (up to one million satellites), Blue Origin, and Google—yet none include rigorous lifecycle sustainability analysis. We present ESpaS-ODC, a lifecycle carbon model that accounts for the three subsystems physically una...

Robin Ohs, Gregory F. Stock, Andreas Schmidt et al. · 0 citations
Conference Jul 2026

Meteornet: Continuous-Time Emulation Platform for Edge Intelligence in Leo Constellations

Mega-constellations of Low Earth Orbit (LEO) satellites are enabling a new Space Cloud paradigm in which edge servers hosted on-board process tasks autonomously, reducing ground-segment latency for globally dispersed users. Realizing this vision requires Collaborative Edge Intelligence (CEI): distributed algorithms tha...

J. Fraire, Camilo Rojas, Fabio Patrone et al. · 0 citations

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