Editor's note: This blog has been updated. Typical distributed data systems are clusters composed of a set of machines. If the dataset does not fit on a single machine, we usually shard the data into partitions, and each partition can have multiple replicas for fault tolerance. Partition management needs to ensure that replicas are distributed among machines as...