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The Speedata APU achieves its breakthrough throughput by mapping the required processing into its internal hardware pipeline. The Speedata Dash software automatically configures a data flow in silicon, where row processing is broken into hundreds of steps, each efficiently flowing to the next one at every hardware clock. Therefore, at any given time, hundreds of rows are at different stages of processing in the hardware, in parallel, resulting in a processing throughput of over a billion rows per second.