Stonebraker et al. have performed pioneering work in the area of read-optimized DBMSs that store data by column, also known as columnar or column-oriented DBMSs \cite{Stonebraker2005-pl}. Figure \ref{788130} schematically depicts the differences in database storage between row-store and column-store systems.