For enhancing data replication in a complex computer storage network by a computer processor device, data usage analytics, in conjunction with historical data transfer patterns, are used to generate predictive assumptions of storage resources in the complex storage network such that the storage resources are allocated and released commensurately with availability of the complex storage network to facilitate efficient data replication across the complex storage network.