Master's Thesis : Low latency arbitrage detection system
Broi, Julien
Promoteur(s) : Louppe, Gilles
Date de soutenance : 7-sep-2020/9-sep-2020 • URL permanente : http://hdl.handle.net/2268.2/10653
Détails
Titre : | Master's Thesis : Low latency arbitrage detection system |
Auteur : | Broi, Julien |
Date de soutenance : | 7-sep-2020/9-sep-2020 |
Promoteur(s) : | Louppe, Gilles |
Membre(s) du jury : | Hiard, Samuel
Donnet, Benoît |
Langue : | Anglais |
Discipline(s) : | Ingénierie, informatique & technologie > Sciences informatiques |
Institution(s) : | Université de Liège, Liège, Belgique |
Diplôme : | Master en sciences informatiques, à finalité spécialisée en "intelligent systems" |
Faculté : | Mémoires de la Faculté des Sciences appliquées |
Résumé
[fr] Arbitrage is a trading strategy which is used to detect opportunities to earn money by
exploiting the fact that given assets have different values in different places. In this work,
we design a system capable of detecting arbitrage opportunities in exchange platforms
by annotating simple cycles in a directed multigraph. The system that is designed
is resilient and distributed. As a result, it can be scaled in order to annotate more
simple cycles while keeping a stable and quick response time. Tests performed using
a single node demonstrated that the system is able to maintain an average response
time of 0.579880 milliseconds while monitoring 8192 simple cycles simultaneously. The
expected duration of the arbitrage opportunities found by the running system over a
period of 4 days is 1.18649 seconds.
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