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Explain the principle of consistent hashing and its advantages in distributed systems.

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Answer from AI

Consistent hashing is an algorithm for distributing data across nodes in a distributed system in such a way as to minimize data redistribution when nodes are added or removed.

Working principle:

  • All nodes and keys are mapped onto a hash ring (e.g., 0..2^32-1).
  • Each key is stored on the first node clockwise after the key's position on the ring.
  • When a node is added or removed, only the keys that fall within the range between the new node and its neighbor are redistributed, not all keys.

Advantages:

  • High resilience to cluster changes — minimal data movement.
  • Good load balancing among nodes.
  • Simplifies scaling and maintenance of the system.

Example of use: cache systems (e.g., Memcached) use consistent hashing for evenly distributing keys across servers and minimizing losses when server composition changes.