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Understanding the CAP Theorem in System Design

  • The CAP Theorem is a fundamental rule in distributed systems that helps engineers make tough decisions about reliability and performance.
  • According to the CAP Theorem, in any distributed system, you can only guarantee two out of three properties: consistency, availability, or partition tolerance.
  • You can't have all three guarantees at once because networks are unreliable and failures are inevitable.
  • Engineers work around the CAP Theorem by using compromises like eventual consistency, read replicas, or multi-region databases.

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