System Design Question

Design a Distributed Counter

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Functional Requirements:

  • The system should support incrementing and decrementing a distributed counter.
  • The current value of the counter should be retrievable at any time.
  • The counter should be accessible and updatable from multiple nodes/data centers.
  • The system should handle concurrent updates correctly (no double counting or missing updates).

Non-Functional Requirements:

  • High availability: The counter should be available even if some nodes fail.
  • Scalability: The system should support a large number of concurrent reads and writes.
  • Low latency: Read and write operations should complete quickly.
  • Eventual consistency: The counter value may be slightly stale but should converge to the correct value across all nodes.
  • Fault tolerance: The system should handle network partitions and node failures gracefully.

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