When an index becomes too large to fit on a single system, or when a single query takes too long to execute, an index can be split into multiple shards, and Solr can query and merge results across those shards.
If single queries are currently fast enough and one simply wishes to expand the capacity (queries/sec) of the search system, then standard whole index replication should be used.