  In this paper, we present a real-world application of online learning with
expert advice to the field of Space Operations, testing our theory on real-life
data coming from the Copernicus Sentinel-6 satellite. We show that in
Spacecraft Memory Dump Optimization, a lightweight Follow-The-Leader algorithm
leads to an increase in performance of over $60\%$ when compared to traditional
techniques.
