Starfield uses a traffic-derived Riemannian metric on the satellite shell to select demand-aware ISLs, yielding up to 30% fewer hops and 15% better stretch than grid topologies in Starlink Phase 1 simulations.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2representative citing papers
CosmicDancePro analyzes Starlink during solar storms to identify adaptive fleet strategies, explain W-shaped altitude patterns, and measure network disruptions including outages, latency spikes, and data rate drops.
citing papers explorer
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Starfield: Demand-Aware Satellite Topology Design for Low-Earth Orbit Mega Constellations
Starfield uses a traffic-derived Riemannian metric on the satellite shell to select demand-aware ISLs, yielding up to 30% fewer hops and 15% better stretch than grid topologies in Starlink Phase 1 simulations.
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CosmicDancePro -- Measuring LEO satellite's orbital decay and network connectivity implications during solar storms
CosmicDancePro analyzes Starlink during solar storms to identify adaptive fleet strategies, explain W-shaped altitude patterns, and measure network disruptions including outages, latency spikes, and data rate drops.