CRT enables deterministic transmission in dynamic LEO networks via local-clock residence time regulation and collision-tolerant scheduling that bounds jitter while maximizing schedulable flows.
A first look at starlink performance
3 Pith papers cite this work. Polarity classification is still indexing.
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SafeSABR cuts severe-stall sessions in Starlink video streaming from 22.8% to 7.2% and worst-5% rebuffering from 54.30 s to 22.68 s at 1.8% QoE cost via behavior-cloning pretraining, risk-calibrated RL, and safe-capacity auditing.
BG-CFQS provides risk-aware quantile-based forecasting for Starlink throughput that meets overestimation budgets and reduces positive errors compared to other feasible methods.
citing papers explorer
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CRT: Collision-Tolerant Residence Time for Deterministic Transmission in LEO Satellite Networks
CRT enables deterministic transmission in dynamic LEO networks via local-clock residence time regulation and collision-tolerant scheduling that bounds jitter while maximizing schedulable flows.
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SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks
SafeSABR cuts severe-stall sessions in Starlink video streaming from 22.8% to 7.2% and worst-5% rebuffering from 54.30 s to 22.68 s at 1.8% QoE cost via behavior-cloning pretraining, risk-calibrated RL, and safe-capacity auditing.
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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.