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Pipelining To Increase Throughput of Stream Processing Systems


Instruction Pipelining is used in CPU architectures to improve the throughput of the CPU at a given clock rate. The same pipelining concept can be used to increase the throughput of stream processing systems.  Stream Processing Systems Stream processing systems process an input stream of data to generate an output stream of data. These systems are typically used to perform actions such as data transformation, filtering, data augmentation, etc. All these systems generally follow the same high-level algorithm, pull events from upstream, process events, and push processed events downstream.  

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