1. A system comprising: one or more processors; and memory storing instructions that, when executed by the one or more processors, cause the system to perform: storing a first data object, the first data object being associated with a corresponding second data object stored by a remote master replication system; detecting one or more first network characteristics of a communication network; triggering a first replication mode based on the one or more first network characteristics of the communication network, the first replication mode comprising a single-master replication mode, the first replication mode including: receiving a first update of the first data object; generating a first update file in response to receiving the first update of the first data object, the first update file indicating the first update of the first data object; and providing the first update file to the remote master replication system over the communication network, the remote master replication system being configured to facilitate a real-time synchronization of the first data object and the second data object using the first update file; detecting one or more second network characteristics of the communication network; and triggering a second replication mode based on the one or more second network characteristics, the second replication mode comprising a multi-master replication mode, the second replication mode including: receiving a second update of the first data object; generating a second update file, the second update file indicating the second update of the first data object; providing the second update file to a second replication system, the second replication system comprising a multi-master replication system, the second replication system facilitating a delayed synchronization of the first data object and the second data object using the second update file; providing, by the second replication system, the second update file to a remote multi-master replication system; generating, by the remote multi-master replication system, a third update file, the third update file indicating the second update of the first data object; providing, by the remote multi-master replication system, the third update file to the remote master replication system; and updating, by the remote master replication system, the second data object using the third update file.