WetLinks: a Large-Scale Longitudinal Starlink Dataset with Contiguous Weather Data
CoRR(2024)
摘要
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.
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