Tinder database architecture - Building resiliency at scale at Tinder with Amazon ElastiCache

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Building resiliency at scale at Tinder with Amazon ElastiCache

The decision to maintain Redis as our underlying cache type allowed us to swap from self-hosted cache nodes to a managed service nearly as simply as changing a configuration endpoint.

  • Here are some parameters and errors.

  • For example, some of our Redis nodes store processed data from multiple source-of-truth data stores, and we found that we could not easily configure DAX for this purpose.

Tinder API Documentation · GitHub

Our sharding algorithm was inefficient and led to systematic issues with hot shards that often required developer intervention.

  • ObjectRocket offers on-premise offerings, which they hope will ease that transition if that day ever comes.

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