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System Design: Scaling Shards with Consistent Hashing! Basic database sharding setups fail when scaling out storage nodes. Relying on simple modulo routing like (User ID % number of shards) breaks down the moment you add a new machine. Because changing the divisor alters the target mapping for almost every key, it forces an expensive ...

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