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Sharding across machines has faded as a concern because hardware got more powerful, not because the cloud made it easy.

Drawn from what Martin Kleppmann said

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What Martin Kleppmann actually said

  1. Martin Kleppmann Computer science researcher at Cambridge
    But, at least this sort of sharding across multiple machines is maybe become less of a pressing issue just because more and more workloads can just run on a single machine. Some people still have very large-scale workloads that do have to be sharded across multiple machines. So, it's not going away entirely.

    Watch from 0:42:22 plays here

    ↗Designing Data-intensive Applications with Martin Kleppmannyoutube.com

    22 Apr 2026 · video · 1h 25m · spoken · machine transcript

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