EFFICIENT EXECUTION OF DATA STREAM PROCESSING SYSTEMS ON MULTI-CORE PROCESSORS

Described is a system, a method, and a computer-implemented apparatus for increasing computational efficiency and capacity of data stream processing systems. In one embodiment, executor grouping reduces cross-socket communication in a Non-Uniform Memory Access (NUMA) system. In another embodiment, i...

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Bibliographische Detailangaben
Hauptverfasser: DAHLMEIER, Daniel Hermann Richard, ZHANG, Shuhao, HE, Bingsheng
Format: Patent
Sprache:eng
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Zusammenfassung:Described is a system, a method, and a computer-implemented apparatus for increasing computational efficiency and capacity of data stream processing systems. In one embodiment, executor grouping reduces cross-socket communication in a Non-Uniform Memory Access (NUMA) system. In another embodiment, input batching reduces thread context switches which improves instruction cache performance.