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In this paper, we propose a schema optimization method for time-dependentworkloads for NoSQL databases. In our proposed method, we migrate schemaaccording to changing workloads, and the estimated cost of execution andmigration are formulated and minimized as a single integer linear programmingproblem. Furthermore, we propose a method to reduce the number of optimizationcandidates by iterating over the time dimension abstraction and optimizing theworkload while updating constraints.

NoSQL Schema Design for Time-Dependent Workloads