LearnThatStack Ace your next interview
CAP Theorem & Consistency Models · question
Q.02 of 20

Why is it impossible to achieve all three properties of CAP simultaneously in a distributed system?

beginner
← All CAP Theorem & Consistency Models questions
Re-explain

It's impossible because of the fundamental nature of network partitions in distributed systems. When a network partition occurs (nodes cannot communicate), you face a choice:

  1. Choose Consistency: Stop serving requests on partitioned nodes to maintain data consistency. This sacrifices availability.
  2. Choose Availability: Continue serving requests on all nodes, but risk serving stale data, sacrificing consistency.

You cannot have both because:

  • To maintain consistency during a partition, you must either reject requests (losing availability) or wait for network healing (also losing availability)
  • To maintain availability, you must serve requests with potentially stale data (losing consistency)

Partition tolerance is mandatory in distributed systems because network failures are inevitable.

Rewriting in plainer words…

This answer doesn't lend itself to a diagram - it reads best . No credits were charged.

The model's verdict: “

The interactive diagram is below the answer - jump to diagram ↓

This answer is explained by a shared concept diagram - open

Tailored explanation · switch back to · ·
Point the redraw:
How well did you know this?
AI:

Saved in this browser - sign in to keep your review list.

How should your speech become text?

Listening… your words appear above as you speak - tap Stop when you're done.

Recording · cr - tap Stop & transcribe when you're done.

Transcribing with AI…

Voice:

Keep going - a few more words and AI can grade it.

Interview lens

Likely follow-ups, what you can say, and the weak answers to avoid.

Sign in free to open it Free account - the lens opens as soon as you're back.

Want a quick review of the fundamentals? See the CAP Theorem & Consistency Models cheatsheet.

← Back to all CAP Theorem & Consistency Models questions
Pro · $10/mo

17 of 20 CAP Theorem & Consistency Models answers are gated.

Full answers, code samples, AI explanations - simpler, deeper, or as an interactive diagram. Cancel anytime.

  • Full answers + code
  • AI explain - simpler, deeper, or visualized
  • 1,000 AI credits / month
  • Cancel anytime