A Multifaceted Look at Starlink Performance
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Abstract (arXiv)
In recent years, Low-Earth Orbit (LEO) mega-constellations have emerged as a promising network technology and have ushered in a new era for democratizing Internet access. The Starlink network from SpaceX stands out as the only consumer-facing LEO network with over 2M+ customers and more than 4000 operational satellites. In this paper, we conduct the first-of-its-kind extensive multi-faceted analysis of Starlink network performance leveraging several measurement sources. First, based on 19.2M crowdsourced M-Lab speed test measurements from 34 countries since 2021, we analyze Starlink global performance relative to terrestrial cellular networks. Second, we examine Starlink's ability to support real-time web-based latency and bandwidth-critical applications by analyzing the performance of (i) Zoom video conferencing, and (ii) Luna cloud gaming, comparing it to 5G and terrestrial fiber. Third, we orchestrate targeted measurements from Starlink-enabled RIPE Atlas probes to shed light on the last-mile Starlink access and other factors affecting its performance globally. Finally, we conduct controlled experiments from Starlink dishes in two countries and analyze the impact of globally synchronized "15-second reconfiguration intervals" of the links that cause substantial latency and throughput variations. Our unique analysis provides revealing insights on global Starlink functionality and paints the most comprehensive picture of the LEO network's operation to date.
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 13 Oct 2023.
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3 papers.
- 2026Latency-Aware Resource Allocation over Heterogeneous Networks: A Lorentz-Invariant Market Mechanismcited by 0
- 2026Deciphering Region-Level Signatures from Latency Measurements in LEO Satellite Internetcited by 0
- 2026A GAN-Based Framework for Robust Data Synthesis in Satellite Internet Observationscited by 0
- 2026A GAN-Based Framework for Robust Data Synthesis in Satellite Internet Observations28 Jun 2026
- 2026Deciphering Region-Level Signatures from Latency Measurements in LEO Satellite Internet28 Jun 2026
- 2026Latency-Aware Resource Allocation over Heterogeneous Networks: A Lorentz-Invariant Market Mechanism4 Apr 2026