Information regarding requests made to a directory server by clients is collected. The requests including read, compare, search, write, and update requests. It is determined the number of the read, compare and search requests is greater than a threshold and/or whether the number of the write and update requests is greater than the threshold. In response to determining that either or both numbers are greater than the threshold, the following is performed. The process by which the directory server should be replicated is determined based on the information collected. The type of replication as to which the directory server should be replicated is also determined based on the information collected. A new directory server is then replicated from the directory server using the determined process. The new directory server has the determined type of replication.