Starlink uses drop-front buffer management, identified via precise delay measurements and queue simulation, rather than per-flow fair queuing or drop-tail.
Wetlinks: a large-scale longitudinal starlink dataset with contiguous weather data
3 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 3verdicts
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BG-CFQS provides risk-aware quantile-based forecasting for Starlink throughput that meets overestimation budgets and reduces positive errors compared to other feasible methods.
Side-by-side testing of StarryNet, OpenSN, and Celestial against real satellite data from WetLinks identifies shortcomings in current emulation techniques.
citing papers explorer
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Characterizing the Configuration of Starlink Queuing
Starlink uses drop-front buffer management, identified via precise delay measurements and queue simulation, rather than per-flow fair queuing or drop-tail.
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Risk-Aware Safe Throughput Forecasting for Starlink Networks
BG-CFQS provides risk-aware quantile-based forecasting for Starlink throughput that meets overestimation budgets and reduces positive errors compared to other feasible methods.
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An experimental evaluation of satellite constellation emulators
Side-by-side testing of StarryNet, OpenSN, and Celestial against real satellite data from WetLinks identifies shortcomings in current emulation techniques.