Problem of constructing a data warehouse based on the open-source database PostgreSQL is discussed. The data warehouse is for SaaS-applications for small and medium businesses. Storage cluster architecture that provides reliability, availability and scalability of data is proposed. Possibility of assessing the current state of the repository is verified by load testing. The methods for monitoring and detecting load conditions requiring the connection of the new module storage are developed.