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Speed for the elite, consistency for the masses: differentiating eventual consistency in large-scale distributed systems

Davide Frey 1 Achour Mostefaoui 2 Matthieu Perrin 2 Pierre-Louis Roman 1, * François Taïani 1 
* Corresponding author
1 ASAP - As Scalable As Possible: foundations of large scale dynamic distributed systems
Inria Rennes – Bretagne Atlantique , IRISA-D1 - SYSTÈMES LARGE ÉCHELLE
2 GDD - Gestion de Données Distribuées [Nantes]
LINA - Laboratoire d'Informatique de Nantes Atlantique
Abstract : Eventual consistency is a consistency model that emphasizes liveness over safety; it is often used for its ability to scale as distributed systems grow larger. Eventual consistency tends to be uniformly applied to an entire system, but we argue that there is a growing demand for differentiated eventual consistency requirements. We address this demand with UPS, a novel consistency mechanism that offers differentiated eventual consistency and delivery speed by working in pair with a two-phase epidemic broadcast protocol. We propose a closed-form analysis of our approach's delivery speed, and we evaluate our complete mechanism experimentally on a simulated network of one million nodes. To measure the consistency trade-off, we formally define a novel and scalable consistency metric that operates at runtime. In our simulations, UPS divides by more than 4 the inconsistencies experienced by a majority of the nodes, while reducing the average latency incurred by a small fraction of the nodes from 6 rounds down to 3 rounds.
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Submitted on : Monday, July 11, 2016 - 1:47:02 PM
Last modification on : Wednesday, April 27, 2022 - 3:56:47 AM


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Davide Frey, Achour Mostefaoui, Matthieu Perrin, Pierre-Louis Roman, François Taïani. Speed for the elite, consistency for the masses: differentiating eventual consistency in large-scale distributed systems. Proceedings of the 2016 IEEE 35th Symposium on Reliable Distributed Systems (SRDS 2016), Sep 2016, Budapest, Hungary. pp.197-206, ⟨10.1109/SRDS.2016.032⟩. ⟨hal-01344138⟩



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