GPUdb is an in-memory database that uses a distributed rendering pipeline of many core devices (mainly graphics processing units (GPUs)), to process large amounts of data. GPUdb has SQL-style query capability that enable users to calculate analytics on high velocity, streaming datasets and visualize results with sub-second response time. GPUdb dynamically allocates data between GPU VRAM, system RAM, and flash and disk persistence.