Paving the way towards high-level parallel pattern interfaces for data stream processing

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David del Rio Astorga, Manuel F. Dolz, Javier Fernández, José Daniel García

Published: 2018, Last Modified: 15 May 2025Future Gener. Comput. Syst. 2018EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights •We provide the stream operators Window and Split-Join, able to modify stream flows.•We provide the advanced patterns: Stream-Pool, Windowed-Farm, and Stream-Iterator.•We prove the flexibility and the composability of the stream operators and patterns.•We assess the pattern usability w.r.t. lines of code (LOC) and cyclomatic complexity.•We evaluate patterns performance on different use cases and real stream applications.