Consistent hashing is an algorithm designed to maintain efficient data distribution across multiple nodes in a hash table, minimizing the need for data reassignment when nodes are added or removed. Unlike naive hashing methods that require entire data sets to be rehashed when node counts change, consistent hashing enables most items to retain their mappings, thus reducing cache misses during dynamic scaling of systems. Implementing consistent hashing can be enhanced with virtual nodes to improve load balancing across servers.
consistent-hashing ✓
caching ✓
+ load-balancing
algorithm ✓
distributed-systems ✓