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CAP Theorem in Practice

25. 06. 2022 1 min read intermediate

Architecture Expert

CAP Theorem in Practice

CAP TheoremDistributedConsistency 3 min read

Practical implications of the CAP theorem on system design. CP vs AP systems.

CP vs AP

  • CP — consistency + partition tolerance. ZooKeeper, etcd, MongoDB
  • AP — availability + partition tolerance. Cassandra, DynamoDB, CouchDB

Decision Making

CP: Banking transactions, limited goods inventory, lock management.

AP: Social media feed, product catalog, analytics, shopping cart.

Summary

CAP influences every architectural decision. Make conscious trade-offs for each bounded context.

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