It is a commonly observed pattern for applications to utilize multiple datastores where each is used to serve a specific need such as storing the canonical form of data (MySQL etc.), providing advanced search capabilities (ElasticSearch etc.), caching (Memcached etc.), and more. Typically when using multiple datastores, one of them acts as the primary store, and the others as derived stores. Now the challenge becomes how to keep these datastores in sync.