English

WetLinks: a Large-Scale Longitudinal Starlink Dataset with Contiguous Weather Data

Networking and Internet Architecture 2024-10-28 v2

Abstract

Low Orbit Satellite (LEO) networks such as Starlink promise Internet access everywhere around the world. In this paper, we present WetLinks - a large and publicly available trace-based dataset of Starlink measurements. The measurements were concurrently collected from two European vantage points over a span of six months. Consisting of approximately 140,000 measurements, the dataset comprises all relevant network parameters such as the upload and download throughputs, the RTT, packet loss, and traceroutes. We further augment the dataset with concurrent data from professional weather stations placed next to both Starlink terminals. Based on our dataset, we analyse Starlink performance, including its susceptibility to weather conditions. We use this to validate our dataset by replicating the results of earlier smaller-scale studies. We release our datasets and all accompanying tooling as open data. To the best of our knowledge, ours is the largest Starlink dataset to date.

Keywords

Cite

@article{arxiv.2402.16448,
  title  = {WetLinks: a Large-Scale Longitudinal Starlink Dataset with Contiguous Weather Data},
  author = {Dominic Laniewski and Eric Lanfer and Bernd Meijerink and Roland van Rijswijk-Deij and Nils Aschenbruck},
  journal= {arXiv preprint arXiv:2402.16448},
  year   = {2024}
}

Comments

This work has been submitted to the 2024 Network Traffic Measurement and Analysis Conference (TMA) for possible publication

R2 v1 2026-06-28T15:00:04.768Z