An adaptive data replication and caching system configured to enforce service terms at the network edge. Service terms can include, but are not limited to established quality of service (QoS) terms, as well as the terms of a service level agreement (SLA). This system can include a data caching system configured to cache application data in a data store and to satisfy queries for application data from the cache. The system also can include a data replication system configured to replicate application data in the data store and to satisfy queries for application data against the replicated application data. Finally, the adaptive data replication and caching system can include a configurator for configuring portions of the data store for exclusive use by the data caching system and the data replication system based upon the service terms.