2015 · 102 citations · 9 references
Oracle Database In-memoryEngineeringData FormatOltp WorkloadsComputer ArchitectureIn-memory DatabasesDatabase SystemData ScienceDatabase ProcessingManagementData IntegrationData ManagementData ModelingColumn FormatsComputer ScienceDatabase TechnologyRow FormatsIn-memory DatabaseBig Data
The Oracle Database In-Memory Option allows Oracle to function as the industry-first dual-format in-memory database. Row formats are ideal for OLTP workloads which typically use indexes to limit their data access to a small set of rows, while column formats are better suited for Analytic operations which typically examine a small number of columns from a large number of rows. Since no single data format is ideal for all types of workloads, our approach was to allow data to be simultaneously maintained in both formats with strict transactional consistency between them.
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C-store: a column-oriented DBMS
Mike Stonebraker, Daniel J. Abadi, Adam Batkin et al. · 2005 · 923 citations
Robert R. Kallman, Hideaki Kimura, Jonathan Natkins et al. · Proceedings of the VLDB Endowment · 2008 · 518 citations
Ravishankar Ramamurthy, David J. DeWitt, Qi Su · The VLDB Journal · 2003 · 144 citations