1. A computer-implemented method, comprising: receiving, by a computer system configured to execute computer-executable instructions, a continuous query, the continuous query being identified based at least in part on an archived view; creating the archived view, the archived view being identified based at least in part on a join query related to two or more archived relations associated with an application; generating a query plan for the continuous query; identifying a view root operator in the archived view, the view root operator being identified as a join operator in the archived view; identifying a query operator in the query plan that topologically precedes the view root operator; constructing an archiver query for the identified query operator that topologically precedes the view root operator; executing the archiver query to obtain a result set of data records related to the application; and generating a snapshot output of one or more data values related to the application based at least in part on the result set of data records related to the application.