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Authors: Devin Thomson| Lead, Backend Engineer, Xiaohu Li| Manager, Backend Engineering, Daniel Geng| Backend Engineer, Frank Ren| Director, Backend Engineering


This is the third part of our three part series on Geosharded Recommendations. In the previous posts, Part 1 & Part 2, we covered the sharding mechanism and the architecture of a scalable, geosharded search cluster. In this final installment, we are going to describe data consistency problems seen at scale, and how to solve them.


When dealing with a distributed system with several datastores, the question of consistency must be addressed. …


Devin Thomson

Engineering Manager — Backend Infrastructure at Tinder

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